#
# intrinsic TRP fluorescence of dN-hFis1 monitored
# pep13 titrated against ∆N-hFis1 residues 9 - 125
# [dN-hFis1] = 10 µM
# [pep13] = 0 - 2 mM
# data collected on 20180209
# Buffer: 100 mM HEPES pH 7.4, 200 mM NaCl, 1 mM DTT, 0.02% Na-Azide
# TRP excitation = 295 nm
# emission = 300 - 400nm
#
library(tidyverse)
## ── Attaching packages ─────────────────────────────────── tidyverse 1.2.1 ──
## ✔ ggplot2 3.1.0 ✔ purrr 0.3.2
## ✔ tibble 2.0.1 ✔ dplyr 0.7.8
## ✔ tidyr 0.8.2 ✔ stringr 1.3.1
## ✔ readr 1.3.1 ✔ forcats 0.3.0
## ── Conflicts ────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
library(broom)
library(readxl)
library(minpack.lm)
library(gridExtra)
##
## Attaching package: 'gridExtra'
## The following object is masked from 'package:dplyr':
##
## combine
# Import, tidy, and subtract peptide alone emission scan --------------------
raw <- read_excel("20180209_dN_hFis1_pep13_TRP_fluor_data.xlsx", skip = 1)
# emission spectra without peptide alone subtraction
results <- raw %>%
gather(., "tmp", "Fluorescence", 2:31) %>%
separate(., "tmp", into = c("conc", "dN_hFis1", "ex_slit_width")) %>%
separate(., "conc", into = c("conc", "del"), sep = "pep") %>%
select(., -del) %>%
mutate(., conc = parse_number(conc),
dN_hFis1 = replace(dN_hFis1, dN_hFis1 == "dN", "+"),
dN_hFis1 = replace(dN_hFis1, dN_hFis1 == "no", "-"),
ex_slit_width = parse_number(ex_slit_width))
# difference emission spectra (ex slit width = 4):
# difference emission spectra = dN-hFis1 em spectra - pep13 alone em spectra
corrected <- raw %>%
mutate(., "0" = `0pep13_dN_4` - `0pep13_no_4`,
"1" = `1pep13_dN_4` - `1pep13_no_4`,
"3" = `3pep13_dN_4` - `3pep13_no_4`,
"7" = `7pep13_dN_4` - `7pep13_no_4`,
"10" = `10pep13_dN_4` - `10pep13_no_4`,
"30" = `30pep13_dN_4` - `30pep13_no_4`,
"70" = `70pep13_dN_4` - `70pep13_no_4`,
"100" = `100pep13_dN_4` - `100pep13_no_4`,
"300" = `300pep13_dN_4` - `300pep13_no_4`,
"700" = `700pep13_dN_4` - `700pep13_no_4`,
"1000" = `1000pep13_dN_4` - `1000pep13_no_4`,
"1300" = `1300pep13_dN_4` - `1300pep13_no_4`,
"2000" = `2000pep13_dN_4` - `2000pep13_no_4`) %>%
select(., 1, 32:44) %>%
gather(., "conc", "Fluorescence", 2:14) %>%
mutate(., conc = parse_number(conc))
write_csv(corrected, "dN_hFis1_pep13_corrected.csv")
# Buffer subtraction from all emission spectra
buffer_corrected <- raw %>%
mutate(., "0" = `0pep13_dN_4` - `0pep13_no_4`,
"1" = `1pep13_dN_4` - `0pep13_no_4`,
"3" = `3pep13_dN_4` - `0pep13_no_4`,
"7" = `7pep13_dN_4` - `0pep13_no_4`,
"10" = `10pep13_dN_4` - `0pep13_no_4`,
"30" = `30pep13_dN_4` - `0pep13_no_4`,
"70" = `70pep13_dN_4` - `0pep13_no_4`,
"100" = `100pep13_dN_4` - `0pep13_no_4`,
"300" = `300pep13_dN_4` - `0pep13_no_4`,
"700" = `700pep13_dN_4` - `0pep13_no_4`,
"1000" = `1000pep13_dN_4` - `0pep13_no_4`,
"1300" = `1300pep13_dN_4` - `0pep13_no_4`,
"2000" = `2000pep13_dN_4` - `0pep13_no_4`) %>%
select(., 1, 32:44) %>%
gather(., "conc", "Fluorescence", 2:14) %>%
mutate(., conc = parse_number(conc))
# Visualize varied excitation slit width data ---------------------------------
# first, plot 2 mM pep13 and dN-hFis1 emission spectra as function of slit width
results %>%
filter(., conc == 0 & dN_hFis1 == "+" | conc == 2000 & dN_hFis1 == "-") %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
shape = as.factor(ex_slit_width), color = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess",
span = 0.2, size = 1, alpha = 0.4) +
geom_vline(xintercept = 333, color = "red", linetype = 2) +
scale_x_continuous(limits = c(300, 400),
breaks = c(300, 320, 340, 360, 380, 400)) +
#scale_y_continuous(limits = c(0, 320000),
# breaks = c(0, 100000, 200000, 300000)) +
labs(shape = "Excitation Slit Width:",
#color = "dN-hFis1:",
title = "TRP Emission Spectra as function of excitation slit width",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
scale_color_manual("",
values = c("-" = "#51CC2C",
"+" = "#C22CCC"),
labels = c("-" = "2 mM pep13",
"+" = "10 µM dN-hFis1")) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black"),
legend.position = "top"
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_slit_widths.pdf",
width = 20, height = 12, dpi = 300, units = "cm")
# zoomed-in view to more easily observe emission spectra profiles
results %>%
filter(., conc == 0 & dN_hFis1 == "+" | conc == 2000 & dN_hFis1 == "-") %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
shape = as.factor(ex_slit_width), color = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess",
span = 0.2, size = 1, alpha = 0.4) +
geom_vline(xintercept = 333, color = "red", linetype = 2) +
scale_x_continuous(limits = c(300, 400),
breaks = c(300, 320, 340, 360, 380, 400)) +
scale_y_continuous(limits = c(0, 8000),
breaks = c(0, 2000, 4000, 6000, 8000)) +
labs(shape = "Excitation Slit Width:",
#color = "dN-hFis1:",
title = "TRP Emission Spectra as function of excitation slit width",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
scale_color_manual("",
values = c("-" = "#51CC2C",
"+" = "#C22CCC"),
labels = c("-" = "2 mM pep13",
"+" = "10 µM dN-hFis1")) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black"),
legend.position = "top"
)
## Warning: Removed 33 rows containing non-finite values (stat_smooth).
## Warning: Removed 33 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_path).
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_slit_widths_zoom.pdf",
width = 20, height = 12, dpi = 300, units = "cm")
## Warning: Removed 33 rows containing non-finite values (stat_smooth).
## Warning: Removed 33 rows containing missing values (geom_point).
## Warning: Removed 1 rows containing missing values (geom_path).
# Does excitation slit width improve signal to noise between +/- pep13? --------
results %>%
filter(., conc == 0 & dN_hFis1 == "+" & wavelength == 333 |
conc == 2000 & dN_hFis1 == "-" & wavelength == 333)
## # A tibble: 6 x 5
## wavelength conc dN_hFis1 ex_slit_width Fluorescence
## <dbl> <dbl> <chr> <dbl> <dbl>
## 1 333 2000 - 2 1006.
## 2 333 2000 - 1 249.
## 3 333 0 + 1 251.
## 4 333 0 + 2 1123.
## 5 333 0 + 4 4653.
## 6 333 2000 - 4 4594.
results %>%
filter(., conc == 0 & dN_hFis1 == "+" & wavelength == 340 |
conc == 2000 & dN_hFis1 == "-" & wavelength == 340)
## # A tibble: 6 x 5
## wavelength conc dN_hFis1 ex_slit_width Fluorescence
## <dbl> <dbl> <chr> <dbl> <dbl>
## 1 340 2000 - 2 682.
## 2 340 2000 - 1 157.
## 3 340 0 + 1 251.
## 4 340 0 + 2 1124.
## 5 340 0 + 4 4817.
## 6 340 2000 - 4 2975.
results %>%
filter(., conc == 0 & dN_hFis1 == "+" & wavelength == 320 |
conc == 2000 & dN_hFis1 == "-" & wavelength == 320)
## # A tibble: 6 x 5
## wavelength conc dN_hFis1 ex_slit_width Fluorescence
## <dbl> <dbl> <chr> <dbl> <dbl>
## 1 320 2000 - 2 2270.
## 2 320 2000 - 1 498.
## 3 320 0 + 1 198.
## 4 320 0 + 2 906.
## 5 320 0 + 4 3616.
## 6 320 2000 - 4 9670.
# the ratio (at a specific wavelength) between apo dN-hFis1 and 2000 uM pep13
# are equal regardless of excitation slit width
# Visualize emission spectra, prior to viewing difference emission spectra ----
# plot full window (wavelength 300 - 400) of all emission spectra at ex slit = 4
results %>%
filter(., ex_slit_width == 4) %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc), shape = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(300, 400),
breaks = c(300, 310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 45000),
breaks = c(0, 10000, 20000, 30000, 40000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "TRP Emission Spectra of pep13 and dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# plot full window (wavelength 300 - 400) of pep13 only emission spectra
# at ex slit = 4
results %>%
filter(., ex_slit_width == 4 & dN_hFis1 == "-") %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc), shape = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(300, 400),
breaks = c(300, 310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 45000),
breaks = c(0, 10000, 20000, 30000, 40000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "TRP Emission Spectra of pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_pep13_only.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# plot full window (wavelength 300 - 400) of dN-hFis1 only emission spectra
# at ex slit = 4
results %>%
filter(., ex_slit_width == 4 & dN_hFis1 == "+") %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc), shape = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(300, 400),
breaks = c(300, 310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 45000),
breaks = c(0, 10000, 20000, 30000, 40000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "TRP Emission Spectra of dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_dN_hFis1.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# Re-plot em spectra with narrower wavelength window -------------------------
# plot narrow window (wavelength 310 - 370) of all emission spectra
# at ex slit = 4
results %>%
filter(., ex_slit_width == 4) %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc), shape = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(310, 370),
breaks = c(300, 310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 20000),
breaks = c(0, 5000, 10000, 15000, 20000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "TRP Emission Spectra of dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
## Warning: Removed 1040 rows containing non-finite values (stat_smooth).
## Warning: Removed 1040 rows containing missing values (geom_point).
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_zoom.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
## Warning: Removed 1040 rows containing non-finite values (stat_smooth).
## Warning: Removed 1040 rows containing missing values (geom_point).
# plot narrow window (wavelength 310 - 370) of pep13 only emission spectra
# at ex slit = 4
results %>%
filter(., ex_slit_width == 4 & dN_hFis1 == "-") %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc), shape = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(310, 370),
breaks = c(300, 310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 20000),
breaks = c(0, 5000, 10000, 15000, 20000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "TRP Emission Spectra of pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
## Warning: Removed 520 rows containing non-finite values (stat_smooth).
## Warning: Removed 520 rows containing missing values (geom_point).
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_pep13_only_zoom.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
## Warning: Removed 520 rows containing non-finite values (stat_smooth).
## Warning: Removed 520 rows containing missing values (geom_point).
# plot narrow window (wavelength 310 - 370) of dN-hFis1 only emission spectra
# at ex slit = 4
results %>%
filter(., ex_slit_width == 4 & dN_hFis1 == "+") %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc), shape = as.factor(dN_hFis1))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(310, 370),
breaks = c(300, 310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 20000),
breaks = c(0, 5000, 10000, 15000, 20000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "TRP Emission Spectra of dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
## Warning: Removed 520 rows containing non-finite values (stat_smooth).
## Warning: Removed 520 rows containing missing values (geom_point).
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_dN_hFis1_zoom.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
## Warning: Removed 520 rows containing non-finite values (stat_smooth).
## Warning: Removed 520 rows containing missing values (geom_point).
# Visualize difference emission spectra --------------------------------------
# plot full window (wavelength 310 - 400) of differene emission spectra
# at ex slit = 4
# some problem occured with 30 uM pep13 measurement so it was excluded
corrected %>%
filter(., wavelength >= 310 & conc != 30) %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(310, 400),
breaks = c(310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 8000),
breaks = c(0, 2000, 4000, 6000, 8000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "Difference TRP Emission Spectra of dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_corrected.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# plot full window (wavelength 310 - 400) of differene emission spectra
# at ex slit = 4
# some problem occured with 30 uM pep13 measurement so it was excluded
corrected %>%
filter(., wavelength >= 310 & conc != 30) %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc))) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.8) +
scale_x_continuous(limits = c(310, 400),
breaks = c(310, 320, 330, 340, 350,
360, 370, 380, 390, 400)) +
scale_y_continuous(limits = c(0, 8000),
breaks = c(0, 2000, 4000, 6000, 8000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "Difference TRP Emission Spectra of dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_corrected_lines.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# plot window (wavelength 310 - 370) of differene emission spectra
# at ex slit = 4, to be used for Kd determination
# some problem occured with 30 uM pep13 measurement so it was excluded
corrected %>%
filter(., wavelength >= 310 & wavelength <= 370 & conc != 30) %>%
ggplot(., aes(x = wavelength, y = Fluorescence,
color = as.factor(conc))) +
geom_point(size = 1) +
geom_line(stat = "smooth", method = "loess", span = 0.2, alpha = 0.4) +
scale_x_continuous(limits = c(310, 370),
breaks = c(310, 320, 330, 340, 350, 360, 370)) +
scale_y_continuous(limits = c(0, 8000),
breaks = c(0, 2000, 4000, 6000, 8000)) +
labs(color = "[pep13] (µM)",
shape = "dN-hFis1",
title = "Difference TRP Emission Spectra of dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
guides(shape = guide_legend(override.aes = list(size = 2))) +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 14),
legend.text = element_text(size = 14, color = "black")
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_all_corrected_window.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# Determine Kd by average emission wavelength --------------------------------
# plot window to determine Kd
buffer_corrected %>%
filter(., wavelength >= 310 & wavelength <= 370) %>%
ggplot(., aes(x = wavelength, y = Fluorescence, color = as.factor(conc))) +
geom_point(size = 1) +
geom_smooth(method = "loess", span = 0.3, size = 0.5) +
scale_x_continuous(limits = c(310, 370),
breaks = c(310, 320, 330, 340, 350, 360, 370)) +
scale_y_continuous(limits = c(0, 17000),
breaks = c(0, 5000, 10000, 15000)) +
labs(color = "[pep13] (µM)",
title = "TRP Emission Spectra of dN-hFis1 + pep13",
x = "Wavelength (nm)",
y = "Fluorescence (AU)") +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
#axis.title.x = element_text(size = 18),
#axis.title.y = element_text(size = 18),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank(),
#panel.border = element_blank(),
#panel.background = element_blank(),
#axis.line.x = element_line(colour = 'black', size=1, linetype='solid'),
#axis.line.y = element_line(colour = 'black', size=1, linetype='solid'),
legend.title = element_text(size = 16),
legend.text = element_text(size = 14, color = "black")
)
ggsave("20180209_dN_hFis1_pep13_TRP_em_spectra_avgEM_window.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# Determination of Kd by computing average emission wavelength against ln[conc]
# Natural log (ln) is computed with log(x)
avg_em_lamda <- buffer_corrected %>%
filter(., wavelength >= 310 & wavelength <= 370) %>%
group_by(., conc) %>%
mutate(., "IxF" = Fluorescence*wavelength) %>%
summarise_at(., vars(IxF, Fluorescence), funs(sum)) %>%
rename(., "sumF" = Fluorescence) %>%
mutate(., "avgLAMDA" = IxF/sumF,
"lnC" = log(conc)) #computes natural log of concentration
# visualize model fitting
plotCSM <- avg_em_lamda %>%
filter(., lnC >= 0) %>%
ggplot(., aes(x = lnC, y = avgLAMDA)) +
geom_point(shape = 15) +
geom_line(stat = "smooth", method = "nlsLM",
formula = y ~ a + ((b - a) / (1 + exp((kd - x)/c))),
method.args = list(start = c(a = 330,
b = 340,
c = -1,
kd = 10),
control = nls.control(maxiter = 100, tol = 1e-6)),
se = FALSE,
fullrange = TRUE,
size = 1,
alpha = 0.6,
color = "purple") +
scale_x_continuous(limits = c(0, 8),
breaks = c(0, 2, 4, 6, 8)) +
#scale_y_continuous(limits = c(330, 342),
# breaks = c(330, 332, 334, 336, 338, 340, 342)) +
labs(x = "ln([pep13]) (µM)", y = "Average Emission Wavelength (nm)") +
theme_bw() +
theme(axis.text = element_text(size = 12, color = "black"),
axis.title.x = element_text(size = 12),
axis.title.y = element_text(size = 12),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
plotCSM
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot.pdf",
width = 18, height = 12, dpi = 300, units = "cm")
# calculate Kd from model fitting
Kd_fit <- avg_em_lamda %>%
do(tidy(nlsLM(avgLAMDA ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
start = list(a = 330, b = 340, c = -1, kd = 10), trace = TRUE,
control = nls.control(maxiter = 200, tol = 1e-6), .)))
## It. 0, RSS = 94.4843, Par. = 330 340 -1 10
## It. 1, RSS = 59.7652, Par. = 113.997 340.286 -6.64139 39.0392
## It. 2, RSS = 36.9967, Par. = 110.625 340.201 -7.15361 37.7374
## It. 3, RSS = 26.9149, Par. = 102.887 341.185 -7.37714 35.2757
## It. 4, RSS = 17.7388, Par. = 72.3419 342.497 -6.74346 31.7341
## It. 5, RSS = 14.4154, Par. = 12.6074 342.212 -5.19494 27.8336
## It. 6, RSS = 6.60433, Par. = -35.1272 341.824 -3.99641 23.3652
## It. 7, RSS = 4.15566, Par. = -59.7948 341.509 -3.44283 21.3525
## It. 8, RSS = 2.10595, Par. = -104.106 340.903 -2.45018 17.8264
## It. 9, RSS = 0.221385, Par. = -128.291 340.578 -1.92747 15.5851
## It. 10, RSS = 0.181477, Par. = -132.104 340.498 -1.84212 15.2371
## It. 11, RSS = 0.180835, Par. = -126.266 340.489 -1.82886 15.1573
## It. 12, RSS = 0.180709, Par. = -110.508 340.489 -1.82847 15.093
## It. 13, RSS = 0.180527, Par. = -94.8089 340.489 -1.82775 15.0244
## It. 14, RSS = 0.180385, Par. = -87.5745 340.489 -1.82739 14.9909
## It. 15, RSS = 0.18024, Par. = -73.09 340.489 -1.82668 14.9249
## It. 16, RSS = 0.18009, Par. = -65.5713 340.489 -1.82626 14.8884
## It. 17, RSS = 0.179936, Par. = -50.5236 340.489 -1.82545 14.816
## It. 18, RSS = 0.179708, Par. = -35.5341 340.488 -1.82455 14.74
## It. 19, RSS = 0.179529, Par. = -29.4801 340.488 -1.82413 14.707
## It. 20, RSS = 0.179356, Par. = -17.3444 340.488 -1.82334 14.6428
## It. 21, RSS = 0.179178, Par. = -9.58461 340.488 -1.82277 14.5993
## It. 22, RSS = 0.179007, Par. = 5.93177 340.488 -1.82164 14.5121
## It. 23, RSS = 0.178697, Par. = 21.3517 340.487 -1.82038 14.4198
## It. 24, RSS = 0.178363, Par. = 36.6878 340.487 -1.81899 14.3232
## It. 25, RSS = 0.178, Par. = 51.9291 340.486 -1.81747 14.222
## It. 26, RSS = 0.177606, Par. = 67.0617 340.486 -1.8158 14.1159
## It. 27, RSS = 0.177177, Par. = 82.0698 340.486 -1.81395 14.0045
## It. 28, RSS = 0.176709, Par. = 96.9343 340.485 -1.8119 13.8872
## It. 29, RSS = 0.176197, Par. = 111.633 340.484 -1.80962 13.7636
## It. 30, RSS = 0.175637, Par. = 126.14 340.484 -1.80707 13.6333
## It. 31, RSS = 0.175023, Par. = 140.424 340.483 -1.80421 13.4955
## It. 32, RSS = 0.174348, Par. = 154.448 340.482 -1.80098 13.3498
## It. 33, RSS = 0.173605, Par. = 168.172 340.481 -1.79732 13.1955
## It. 34, RSS = 0.172782, Par. = 181.545 340.48 -1.79317 13.0321
## It. 35, RSS = 0.171867, Par. = 194.514 340.479 -1.78842 12.8591
## It. 36, RSS = 0.17084, Par. = 207.018 340.478 -1.78299 12.6761
## It. 37, RSS = 0.169678, Par. = 218.991 340.476 -1.77676 12.4827
## It. 38, RSS = 0.168344, Par. = 230.369 340.474 -1.76959 12.279
## It. 39, RSS = 0.166794, Par. = 241.086 340.472 -1.76133 12.0651
## It. 40, RSS = 0.164727, Par. = 250.909 340.47 -1.75189 11.8452
## It. 41, RSS = 0.162115, Par. = 259.673 340.467 -1.74133 11.6246
## It. 42, RSS = 0.159381, Par. = 267.519 340.464 -1.72971 11.404
## It. 43, RSS = 0.156472, Par. = 274.542 340.46 -1.71695 11.1833
## It. 44, RSS = 0.153399, Par. = 280.831 340.456 -1.70297 10.9627
## It. 45, RSS = 0.15018, Par. = 286.462 340.452 -1.68766 10.7424
## It. 46, RSS = 0.146841, Par. = 291.507 340.447 -1.67095 10.5226
## It. 47, RSS = 0.143419, Par. = 296.026 340.442 -1.65272 10.3035
## It. 48, RSS = 0.139964, Par. = 300.074 340.436 -1.63291 10.0855
## It. 49, RSS = 0.136434, Par. = 303.618 340.43 -1.61186 9.87359
## It. 50, RSS = 0.133065, Par. = 306.649 340.423 -1.5902 9.67349
## It. 51, RSS = 0.130579, Par. = 309.613 340.416 -1.56541 9.46075
## It. 52, RSS = 0.127855, Par. = 312.254 340.407 -1.53853 9.25009
## It. 53, RSS = 0.125772, Par. = 314.624 340.398 -1.50965 9.04243
## It. 54, RSS = 0.124502, Par. = 316.751 340.388 -1.47873 8.83826
## It. 55, RSS = 0.123131, Par. = 317.58 340.383 -1.46242 8.74591
## It. 56, RSS = 0.123097, Par. = 317.639 340.382 -1.46044 8.73792
## It. 57, RSS = 0.123097, Par. = 317.658 340.381 -1.46007 8.7359
## It. 58, RSS = 0.123097, Par. = 317.66 340.381 -1.46002 8.73565
## It. 59, RSS = 0.123097, Par. = 317.66 340.381 -1.46001 8.73561
write_csv(Kd_fit, "20180209_dN_hFis1_pep13_Kd_fit.csv")
Kd_fit
## # A tibble: 4 x 5
## term estimate std.error statistic p.value
## <chr> <dbl> <dbl> <dbl> <dbl>
## 1 a 318. 8.57 37.1 3.74e-11
## 2 b 340. 0.0731 4657. 4.94e-30
## 3 c -1.46 0.147 -9.96 3.69e- 6
## 4 kd 8.74 0.885 9.87 3.97e- 6
# Inspect fit (Avg emission wavelength) --------------------------------------
Kd_residuals <- avg_em_lamda %>%
do(augment(nlsLM(avgLAMDA ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
start = list(a = 330, b = 340, c = -1, kd = 10), trace = TRUE,
control = nls.control(maxiter = 200, tol = 1e-6), .)))
## It. 0, RSS = 94.4843, Par. = 330 340 -1 10
## It. 1, RSS = 59.7652, Par. = 113.997 340.286 -6.64139 39.0392
## It. 2, RSS = 36.9967, Par. = 110.625 340.201 -7.15361 37.7374
## It. 3, RSS = 26.9149, Par. = 102.887 341.185 -7.37714 35.2757
## It. 4, RSS = 17.7388, Par. = 72.3419 342.497 -6.74346 31.7341
## It. 5, RSS = 14.4154, Par. = 12.6074 342.212 -5.19494 27.8336
## It. 6, RSS = 6.60433, Par. = -35.1272 341.824 -3.99641 23.3652
## It. 7, RSS = 4.15566, Par. = -59.7948 341.509 -3.44283 21.3525
## It. 8, RSS = 2.10595, Par. = -104.106 340.903 -2.45018 17.8264
## It. 9, RSS = 0.221385, Par. = -128.291 340.578 -1.92747 15.5851
## It. 10, RSS = 0.181477, Par. = -132.104 340.498 -1.84212 15.2371
## It. 11, RSS = 0.180835, Par. = -126.266 340.489 -1.82886 15.1573
## It. 12, RSS = 0.180709, Par. = -110.508 340.489 -1.82847 15.093
## It. 13, RSS = 0.180527, Par. = -94.8089 340.489 -1.82775 15.0244
## It. 14, RSS = 0.180385, Par. = -87.5745 340.489 -1.82739 14.9909
## It. 15, RSS = 0.18024, Par. = -73.09 340.489 -1.82668 14.9249
## It. 16, RSS = 0.18009, Par. = -65.5713 340.489 -1.82626 14.8884
## It. 17, RSS = 0.179936, Par. = -50.5236 340.489 -1.82545 14.816
## It. 18, RSS = 0.179708, Par. = -35.5341 340.488 -1.82455 14.74
## It. 19, RSS = 0.179529, Par. = -29.4801 340.488 -1.82413 14.707
## It. 20, RSS = 0.179356, Par. = -17.3444 340.488 -1.82334 14.6428
## It. 21, RSS = 0.179178, Par. = -9.58461 340.488 -1.82277 14.5993
## It. 22, RSS = 0.179007, Par. = 5.93177 340.488 -1.82164 14.5121
## It. 23, RSS = 0.178697, Par. = 21.3517 340.487 -1.82038 14.4198
## It. 24, RSS = 0.178363, Par. = 36.6878 340.487 -1.81899 14.3232
## It. 25, RSS = 0.178, Par. = 51.9291 340.486 -1.81747 14.222
## It. 26, RSS = 0.177606, Par. = 67.0617 340.486 -1.8158 14.1159
## It. 27, RSS = 0.177177, Par. = 82.0698 340.486 -1.81395 14.0045
## It. 28, RSS = 0.176709, Par. = 96.9343 340.485 -1.8119 13.8872
## It. 29, RSS = 0.176197, Par. = 111.633 340.484 -1.80962 13.7636
## It. 30, RSS = 0.175637, Par. = 126.14 340.484 -1.80707 13.6333
## It. 31, RSS = 0.175023, Par. = 140.424 340.483 -1.80421 13.4955
## It. 32, RSS = 0.174348, Par. = 154.448 340.482 -1.80098 13.3498
## It. 33, RSS = 0.173605, Par. = 168.172 340.481 -1.79732 13.1955
## It. 34, RSS = 0.172782, Par. = 181.545 340.48 -1.79317 13.0321
## It. 35, RSS = 0.171867, Par. = 194.514 340.479 -1.78842 12.8591
## It. 36, RSS = 0.17084, Par. = 207.018 340.478 -1.78299 12.6761
## It. 37, RSS = 0.169678, Par. = 218.991 340.476 -1.77676 12.4827
## It. 38, RSS = 0.168344, Par. = 230.369 340.474 -1.76959 12.279
## It. 39, RSS = 0.166794, Par. = 241.086 340.472 -1.76133 12.0651
## It. 40, RSS = 0.164727, Par. = 250.909 340.47 -1.75189 11.8452
## It. 41, RSS = 0.162115, Par. = 259.673 340.467 -1.74133 11.6246
## It. 42, RSS = 0.159381, Par. = 267.519 340.464 -1.72971 11.404
## It. 43, RSS = 0.156472, Par. = 274.542 340.46 -1.71695 11.1833
## It. 44, RSS = 0.153399, Par. = 280.831 340.456 -1.70297 10.9627
## It. 45, RSS = 0.15018, Par. = 286.462 340.452 -1.68766 10.7424
## It. 46, RSS = 0.146841, Par. = 291.507 340.447 -1.67095 10.5226
## It. 47, RSS = 0.143419, Par. = 296.026 340.442 -1.65272 10.3035
## It. 48, RSS = 0.139964, Par. = 300.074 340.436 -1.63291 10.0855
## It. 49, RSS = 0.136434, Par. = 303.618 340.43 -1.61186 9.87359
## It. 50, RSS = 0.133065, Par. = 306.649 340.423 -1.5902 9.67349
## It. 51, RSS = 0.130579, Par. = 309.613 340.416 -1.56541 9.46075
## It. 52, RSS = 0.127855, Par. = 312.254 340.407 -1.53853 9.25009
## It. 53, RSS = 0.125772, Par. = 314.624 340.398 -1.50965 9.04243
## It. 54, RSS = 0.124502, Par. = 316.751 340.388 -1.47873 8.83826
## It. 55, RSS = 0.123131, Par. = 317.58 340.383 -1.46242 8.74591
## It. 56, RSS = 0.123097, Par. = 317.639 340.382 -1.46044 8.73792
## It. 57, RSS = 0.123097, Par. = 317.658 340.381 -1.46007 8.7359
## It. 58, RSS = 0.123097, Par. = 317.66 340.381 -1.46002 8.73565
## It. 59, RSS = 0.123097, Par. = 317.66 340.381 -1.46001 8.73561
write_csv(Kd_residuals, "20180209_dN_hFis1_pep13_Kd_residuals.csv")
Kd_residuals
## # A tibble: 13 x 4
## avgLAMDA lnC .fitted .resid
## <dbl> <dbl> <dbl> <dbl>
## 1 340. -Inf 340. 0.0668
## 2 340. 0 340. 0.111
## 3 340. 1.10 340. 0.0297
## 4 340. 1.95 340. -0.106
## 5 340. 2.30 340. -0.125
## 6 340. 3.40 340. -0.0560
## 7 339. 4.25 339. -0.0112
## 8 339. 4.61 339. 0.0102
## 9 338. 5.70 338. 0.136
## 10 336. 6.55 336. 0.114
## 11 335. 6.91 335. -0.155
## 12 334. 7.17 335. -0.106
## 13 333. 7.60 333. 0.0916
res_csm <- Kd_residuals %>%
filter(., lnC >= 0) %>%
ggplot(., aes(x = lnC, y = .resid)) +
geom_point(shape = 15) +
geom_hline(yintercept = 0, color = "red", linetype = 2) +
scale_x_continuous(limits = c(0, 8),
breaks = c(0, 2, 4, 6, 8)) +
scale_y_continuous(limits = c(-0.17, 0.17),
breaks = c(-0.15, 0, 0.15)) +
labs(x = "ln [pep13] (µM)", y = "Residuals") +
theme_bw() +
theme(axis.text = element_text(size = 12, color = "black"),
axis.title.x = element_text(size = 12),
axis.title.y = element_text(size = 12),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
res_csm
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_residuals_plot.pdf",
width = 18, height = 6, dpi = 300, units = "cm")
# Final plot of central spectral mass -------------------------------------
# Generate layout matrix to plot residuals at 1/3 size of regression plot
lay <- cbind(c(1, 2, 2))
plot_csm <- grid.arrange(grobs = list(res_csm, plotCSM), layout_matrix = lay)
suppressWarnings(ggsave("final_plot_dN_pep13_center_spectral_mass.pdf", plot_csm,
width = 10, height = 10, units = "cm"))
ggsave("final_plot_dN_pep13_centrer_spectral_mass.png", plot_csm,
width = 10, height = 10, units = "cm")
# Determine Kd by change in inverse Fluorescence intensity --------------------------
# Determination of Kd by change in Fluorescence Intensity against ln[conc]
# After analysis, this is not an appropriate method to fit this data
# compute change in Fluorescence (from apo state)
tmp <- buffer_corrected %>%
filter(., wavelength >= 320 & wavelength <= 370 & conc == 0) %>%
mutate(., "zero" = Fluorescence)
df_changeF <- buffer_corrected %>%
filter(., wavelength >= 320 & wavelength <= 370) %>%
left_join(., tmp, by = c("wavelength")) %>%
select(., wavelength, conc.x, Fluorescence.x, zero) %>%
rename(., "conc" = conc.x,
"Fluorescence" = Fluorescence.x) %>%
mutate(., "changeF" = Fluorescence - zero,
"inv_F" = 1/Fluorescence,
"inv_conc" = 1/conc,
"lnC" = log(conc))
# visualize model fitting
df_changeF %>%
filter(., wavelength >= 320 & wavelength <= 355 & lnC >= 0) %>%
ggplot(., aes(x = lnC, y = inv_F)) +
geom_point() +
facet_wrap(~ wavelength) +
geom_line(stat = "smooth", method = "nlsLM",
formula = y ~ a + ((b - a) / (1 + exp((kd - x)/c))),
method.args = list(start = c(a = 0.0001,
b = 0.0002,
c = -2,
kd = 10),
control = nls.control(maxiter = 100, tol = 1e-6)),
se = FALSE,
fullrange = TRUE,
size = 1,
alpha = 0.6,
color = "purple") +
scale_x_continuous(limits = c(0, 10),
breaks = c(0, 2, 4, 6, 8, 10)) +
#scale_y_continuous(limits = c(0.00008, 0.0003),
# breaks = c(0.0001, 0.0002, 0.0003),
# labels = scales::comma) +
labs(title = "Kd Determination by nlsLM of 1/F vs. ln[pep13] at λ",
x = "ln [pep13] (µM)", y = "1/F (AU)") +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
axis.title.x = element_text(size = 16),
axis.title.y = element_text(size = 16),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_intensity.png",
width = 28, height = 24, dpi = 300, units = "cm")
# calculate Kd from model fitting
Kd_intensity <- df_changeF %>%
filter(., wavelength >= 320 & wavelength <= 355 & lnC >= 0) %>%
group_by(., wavelength) %>%
do(tidy(nlsLM(inv_F ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
start = list(a = 0.0001, b = 0.0002, c = -2, kd = 10),
trace = TRUE,
control = nls.control(maxiter = 200, tol = 1e-6), .))) %>%
spread(., key = term, value = estimate)
## It. 0, RSS = 5.70882e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 5.14042e-08, Par. = -0.00137666 0.000300891 -21.7795 52.081
## It. 2, RSS = 2.64057e-08, Par. = -0.00193763 0.000429426 -19.7538 43.8816
## It. 3, RSS = 2.20072e-08, Par. = -0.00322754 0.000668096 -16.7708 35.0273
## It. 4, RSS = 3.03408e-09, Par. = -0.0030124 0.000799749 -18.4417 34.3327
## It. 5, RSS = 2.77596e-09, Par. = -0.00299507 0.000823075 -18.8342 34.0237
## It. 6, RSS = 2.77202e-09, Par. = -0.0029709 0.000834376 -19.0642 33.9122
## It. 7, RSS = 2.7668e-09, Par. = -0.00292306 0.000854929 -19.5037 33.707
## It. 8, RSS = 2.76022e-09, Par. = -0.00287618 0.000877043 -19.966 33.4609
## It. 9, RSS = 2.75487e-09, Par. = -0.00285253 0.000889534 -20.2192 33.3065
## It. 10, RSS = 2.7506e-09, Par. = -0.00280689 0.000912797 -20.6922 33.0182
## It. 11, RSS = 2.74479e-09, Par. = -0.00276205 0.000937919 -21.1893 32.6783
## It. 12, RSS = 2.73887e-09, Par. = -0.00272364 0.000961133 -21.6363 32.3405
## It. 13, RSS = 2.73492e-09, Par. = -0.00270276 0.000974786 -21.8917 32.1286
## It. 14, RSS = 2.73167e-09, Par. = -0.00266258 0.00100023 -22.3686 31.7298
## It. 15, RSS = 2.72712e-09, Par. = -0.00262275 0.00102765 -22.8668 31.271
## It. 16, RSS = 2.72244e-09, Par. = -0.00258825 0.00105296 -23.3124 30.8232
## It. 17, RSS = 2.71936e-09, Par. = -0.00257008 0.00106723 -23.5554 30.5573
## It. 18, RSS = 2.71684e-09, Par. = -0.00253477 0.00109389 -24.0104 30.0557
## It. 19, RSS = 2.71336e-09, Par. = -0.00249937 0.00112247 -24.4814 29.4904
## It. 20, RSS = 2.70984e-09, Par. = -0.00246814 0.0011489 -24.9021 28.944
## It. 21, RSS = 2.70746e-09, Par. = -0.00245068 0.00116442 -25.1401 28.6097
## It. 22, RSS = 2.7055e-09, Par. = -0.00241687 0.00119342 -25.5845 27.9773
## It. 23, RSS = 2.7027e-09, Par. = -0.00238254 0.00122446 -26.0403 27.2714
## It. 24, RSS = 2.69985e-09, Par. = -0.00235184 0.00125311 -26.4437 26.5941
## It. 25, RSS = 2.69795e-09, Par. = -0.00233508 0.00126934 -26.6614 26.1968
## It. 26, RSS = 2.69638e-09, Par. = -0.00230244 0.00129966 -27.0683 25.4442
## It. 27, RSS = 2.69417e-09, Par. = -0.00226889 0.00133198 -27.4799 24.6134
## It. 28, RSS = 2.69195e-09, Par. = -0.00223836 0.00136186 -27.8408 23.8193
## It. 29, RSS = 2.69028e-09, Par. = -0.00221654 0.00138342 -28.0879 23.2285
## It. 30, RSS = 2.68931e-09, Par. = -0.00217527 0.00142317 -28.5347 22.1188
## It. 31, RSS = 2.68714e-09, Par. = -0.00213186 0.00146604 -28.9766 20.8767
## It. 32, RSS = 2.68466e-09, Par. = -0.00209255 0.00150491 -29.3406 19.7074
## It. 33, RSS = 2.68321e-09, Par. = -0.00207607 0.00152155 -29.4776 19.1909
## It. 34, RSS = 2.68217e-09, Par. = -0.00204313 0.00155255 -29.7381 18.2115
## It. 35, RSS = 2.68091e-09, Par. = -0.00201369 0.00158047 -29.949 17.3075
## It. 36, RSS = 2.68043e-09, Par. = -0.00195933 0.001631 -30.306 15.6382
## It. 37, RSS = 2.678e-09, Par. = -0.00193032 0.00165861 -30.454 14.6946
## It. 38, RSS = 2.67731e-09, Par. = -0.00187487 0.00170813 -30.7107 12.9606
## It. 39, RSS = 2.67552e-09, Par. = -0.0018144 0.00176174 -30.9111 11.0263
## It. 40, RSS = 2.67372e-09, Par. = -0.00175928 0.00180926 -31.0143 9.25636
## It. 41, RSS = 2.67272e-09, Par. = -0.00172385 0.00183888 -31.0327 8.12321
## It. 42, RSS = 2.67178e-09, Par. = -0.00165147 0.00189705 -31.048 5.85275
## It. 43, RSS = 2.67019e-09, Par. = -0.00157972 0.00195434 -30.946 3.58495
## It. 44, RSS = 2.66975e-09, Par. = -0.0014396 0.00206987 -30.6577 -0.898985
## It. 45, RSS = 2.66808e-09, Par. = -0.00141124 0.00209699 -30.4046 -1.83703
## It. 46, RSS = 2.66746e-09, Par. = -0.00134645 0.002148 -30.0815 -3.82084
## It. 47, RSS = 2.66686e-09, Par. = -0.00131727 0.00217226 -29.8822 -4.71129
## It. 48, RSS = 2.66661e-09, Par. = -0.00129438 0.00219122 -29.7339 -5.40836
## It. 49, RSS = 2.66659e-09, Par. = -0.00125285 0.0022327 -29.5008 -6.78797
## It. 50, RSS = 2.6662e-09, Par. = -0.00123365 0.00225463 -29.3778 -7.44983
## It. 51, RSS = 2.66609e-09, Par. = -0.00121905 0.00227347 -29.2997 -7.98904
## It. 52, RSS = 2.66607e-09, Par. = -0.00119983 0.0023168 -29.2958 -8.99698
## It. 53, RSS = 2.6659e-09, Par. = -0.00119305 0.00233956 -29.3213 -9.4614
## It. 54, RSS = 2.66583e-09, Par. = -0.00119197 0.00238715 -29.5556 -10.2368
## It. 55, RSS = 2.66574e-09, Par. = -0.00119748 0.00243042 -29.8471 -10.8348
## It. 56, RSS = 2.66564e-09, Par. = -0.00121854 0.00250948 -30.5271 -11.7605
## It. 57, RSS = 2.66552e-09, Par. = -0.00126467 0.00265179 -31.8552 -13.2948
## It. 58, RSS = 2.66538e-09, Par. = -0.00131441 0.00280856 -33.2893 -14.9859
## It. 59, RSS = 2.66524e-09, Par. = -0.00136196 0.00296631 -34.6844 -16.7089
## It. 60, RSS = 2.66513e-09, Par. = -0.0014072 0.00312503 -36.0389 -18.4651
## It. 61, RSS = 2.66503e-09, Par. = -0.00145041 0.00328464 -37.356 -20.2475
## It. 62, RSS = 2.66494e-09, Par. = -0.00149158 0.00344513 -38.6348 -22.0552
## It. 63, RSS = 2.66486e-09, Par. = -0.00153099 0.00360643 -39.8788 -23.8819
## It. 64, RSS = 2.6648e-09, Par. = -0.00156853 0.00376854 -41.0862 -25.7281
## It. 65, RSS = 2.66474e-09, Par. = -0.00160447 0.0039314 -42.2602 -27.5883
## It. 66, RSS = 2.66454e-09, Par. = -0.00162084 0.00401349 -42.8159 -28.5338
## It. 67, RSS = 2.66451e-09, Par. = -0.0016295 0.00405775 -43.1126 -29.0452
## It. 68, RSS = 2.6645e-09, Par. = -0.00164706 0.00414355 -43.7013 -30.0293
## It. 69, RSS = 2.66447e-09, Par. = -0.00166326 0.00422474 -44.2481 -30.959
## It. 70, RSS = 2.66444e-09, Par. = -0.00168076 0.00431337 -44.8393 -31.9723
## It. 71, RSS = 2.66442e-09, Par. = -0.00169671 0.0043975 -45.3867 -32.936
## It. 72, RSS = 2.66439e-09, Par. = -0.00171164 0.00447777 -45.9016 -33.8546
## It. 73, RSS = 2.66437e-09, Par. = -0.00172802 0.00456694 -46.4678 -34.8732
## It. 74, RSS = 2.66435e-09, Par. = -0.00174299 0.00465155 -46.9925 -35.8404
## It. 75, RSS = 2.66433e-09, Par. = -0.00175709 0.00473256 -47.4885 -36.7645
## It. 76, RSS = 2.66431e-09, Par. = -0.00177251 0.00482221 -48.0321 -37.7851
## It. 77, RSS = 2.66429e-09, Par. = -0.00178688 0.00490814 -48.543 -38.762
## It. 78, RSS = 2.66427e-09, Par. = -0.00179988 0.00499024 -49.0164 -39.698
## It. 79, RSS = 2.66426e-09, Par. = -0.00181442 0.00508036 -49.5382 -40.7186
## It. 80, RSS = 2.66424e-09, Par. = -0.00182799 0.00516702 -50.0302 -41.6984
## It. 81, RSS = 2.66422e-09, Par. = -0.00184044 0.00524993 -50.4891 -42.6364
## It. 82, RSS = 2.66421e-09, Par. = -0.00185409 0.0053405 -50.9893 -43.6561
## It. 83, RSS = 2.6642e-09, Par. = -0.00186671 0.00542734 -51.4577 -44.6326
## It. 84, RSS = 2.66418e-09, Par. = -0.0018785 0.00551068 -51.8993 -45.568
## It. 85, RSS = 2.66417e-09, Par. = -0.00189145 0.00560165 -52.3809 -46.5842
## It. 86, RSS = 2.66415e-09, Par. = -0.00190372 0.00568893 -52.8376 -47.5552
## It. 87, RSS = 2.66414e-09, Par. = -0.00191447 0.00577222 -53.2536 -48.4849
## It. 88, RSS = 2.66413e-09, Par. = -0.00192667 0.00586359 -53.7156 -49.4974
## It. 89, RSS = 2.66412e-09, Par. = -0.00193805 0.00595197 -54.1522 -50.4745
## It. 90, RSS = 2.66411e-09, Par. = -0.00194849 0.00603682 -54.5602 -51.4115
## It. 91, RSS = 2.6641e-09, Par. = -0.00196002 0.00612857 -55.0042 -52.4186
## It. 92, RSS = 2.66409e-09, Par. = -0.00197064 0.0062168 -55.4198 -53.3851
## It. 93, RSS = 2.66408e-09, Par. = -0.00198085 0.00630205 -55.8185 -54.3149
## It. 94, RSS = 2.66407e-09, Par. = -0.00199148 0.00639423 -56.24 -55.3185
## It. 95, RSS = 2.66405e-09, Par. = -0.00199656 0.00643909 -56.4415 -55.8037
## It. 96, RSS = 2.66404e-09, Par. = -0.00200019 0.00647205 -56.5879 -56.1609
## It. 97, RSS = 2.66404e-09, Par. = -0.00200756 0.00653695 -56.8802 -56.8629
## It. 0, RSS = 5.11587e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 3.56422e-08, Par. = -0.00135657 0.000282481 -19.6383 50.6011
## It. 2, RSS = 2.82999e-08, Par. = -0.00142883 0.000310676 -19.1692 49.3566
## It. 3, RSS = 2.26723e-08, Par. = -0.00165145 0.000358722 -18.883 45.4796
## It. 4, RSS = 1.40841e-08, Par. = -0.00213481 0.000454311 -17.9495 40.3908
## It. 5, RSS = 8.82084e-09, Par. = -0.00313842 0.000643528 -16.1233 34.5847
## It. 6, RSS = 2.38735e-09, Par. = -0.00290568 0.000696854 -17.2137 34.623
## It. 7, RSS = 2.21622e-09, Par. = -0.00288628 0.000706473 -17.4636 34.4967
## It. 8, RSS = 2.21229e-09, Par. = -0.00282967 0.000724485 -17.9091 34.3536
## It. 9, RSS = 2.20674e-09, Par. = -0.00277322 0.000744293 -18.3913 34.1689
## It. 10, RSS = 2.20059e-09, Par. = -0.00272601 0.000762537 -18.825 33.9756
## It. 11, RSS = 2.19667e-09, Par. = -0.00270417 0.000771937 -19.0423 33.8639
## It. 12, RSS = 2.19364e-09, Par. = -0.00266181 0.000789384 -19.4486 33.6591
## It. 13, RSS = 2.18974e-09, Par. = -0.00261994 0.000808258 -19.8787 33.4164
## It. 14, RSS = 2.18581e-09, Par. = -0.00258394 0.00082577 -20.2688 33.1738
## It. 15, RSS = 2.18309e-09, Par. = -0.00256293 0.00083678 -20.5087 33.0109
## It. 16, RSS = 2.18088e-09, Par. = -0.0025234 0.000857178 -20.9531 32.7063
## It. 17, RSS = 2.17769e-09, Par. = -0.00248413 0.000879387 -21.4244 32.3507
## It. 18, RSS = 2.17427e-09, Par. = -0.00245061 0.000899821 -21.8467 32.0033
## It. 19, RSS = 2.17207e-09, Par. = -0.00243469 0.000910392 -22.0586 31.813
## It. 20, RSS = 2.17036e-09, Par. = -0.00240378 0.000930054 -22.4552 31.4587
## It. 21, RSS = 2.16814e-09, Par. = -0.00237283 0.000951257 -22.8718 31.0583
## It. 22, RSS = 2.16589e-09, Par. = -0.00234578 0.000970899 -23.2481 30.6716
## It. 23, RSS = 2.16434e-09, Par. = -0.00232984 0.000983145 -23.4765 30.4211
## It. 24, RSS = 2.16308e-09, Par. = -0.00229977 0.00100584 -23.8997 29.9528
## It. 25, RSS = 2.16126e-09, Par. = -0.00226938 0.00103048 -24.3449 29.4241
## It. 26, RSS = 2.15931e-09, Par. = -0.00224294 0.00105312 -24.7415 28.9201
## It. 27, RSS = 2.15805e-09, Par. = -0.00222995 0.00106494 -24.9414 28.6475
## It. 28, RSS = 2.15707e-09, Par. = -0.00220487 0.00108692 -25.3148 28.1385
## It. 29, RSS = 2.15578e-09, Par. = -0.00217934 0.0011106 -25.7049 27.574
## It. 30, RSS = 2.15447e-09, Par. = -0.00215669 0.00113249 -26.0542 27.0382
## It. 31, RSS = 2.15357e-09, Par. = -0.00214312 0.00114611 -26.2645 26.6962
## It. 32, RSS = 2.15284e-09, Par. = -0.00211765 0.00117127 -26.6525 26.0604
## It. 33, RSS = 2.15179e-09, Par. = -0.00209144 0.00119862 -27.0586 25.3526
## It. 34, RSS = 2.15066e-09, Par. = -0.00206833 0.00122366 -27.4162 24.6893
## It. 35, RSS = 2.14993e-09, Par. = -0.00205637 0.00123712 -27.6 24.3243
## It. 36, RSS = 2.14937e-09, Par. = -0.00203367 0.00126197 -27.9413 23.6476
## It. 37, RSS = 2.14861e-09, Par. = -0.00201017 0.00128894 -28.2972 22.9019
## It. 38, RSS = 2.14784e-09, Par. = -0.00198926 0.00131368 -28.6107 22.2061
## It. 39, RSS = 2.14731e-09, Par. = -0.00197632 0.00132936 -28.8011 21.7579
## It. 40, RSS = 2.1469e-09, Par. = -0.00195257 0.00135802 -29.149 20.9379
## It. 41, RSS = 2.14629e-09, Par. = -0.00192776 0.00138958 -29.5147 20.0274
## It. 42, RSS = 2.14566e-09, Par. = -0.00190374 0.00142133 -29.8663 19.104
## It. 43, RSS = 2.14511e-09, Par. = -0.00188047 0.00145326 -30.2056 18.171
## It. 44, RSS = 2.14461e-09, Par. = -0.00185804 0.0014854 -30.534 17.2313
## It. 45, RSS = 2.14426e-09, Par. = -0.00184734 0.00150129 -30.6848 16.7614
## It. 46, RSS = 2.14399e-09, Par. = -0.00182817 0.00153005 -30.9659 15.9212
## It. 47, RSS = 2.1437e-09, Par. = -0.00181497 0.00155104 -31.1602 15.3094
## It. 48, RSS = 2.14353e-09, Par. = -0.0017909 0.00159353 -31.5667 14.1168
## It. 49, RSS = 2.14309e-09, Par. = -0.00177021 0.0016369 -31.9701 12.9439
## It. 50, RSS = 2.14279e-09, Par. = -0.00175873 0.00166354 -32.2061 12.2352
## It. 51, RSS = 2.14264e-09, Par. = -0.00174264 0.00171796 -32.7457 10.9279
## It. 52, RSS = 2.1423e-09, Par. = -0.00173543 0.00177387 -33.3286 9.7388
## It. 53, RSS = 2.14206e-09, Par. = -0.0017658 0.00188679 -34.8338 8.178
## It. 54, RSS = 2.14167e-09, Par. = -0.00182404 0.0019958 -36.4761 7.20585
## It. 55, RSS = 2.14132e-09, Par. = -0.00199689 0.00219545 -40.063 6.69374
## It. 56, RSS = 2.14086e-09, Par. = -0.00238702 0.00257343 -47.4139 6.9258
## It. 57, RSS = 2.14039e-09, Par. = -0.00319305 0.00331539 -62.2093 8.15063
## It. 58, RSS = 2.14016e-09, Par. = -0.00399904 0.00405766 -77.0035 9.36903
## It. 59, RSS = 2.14004e-09, Par. = -0.00481703 0.00479299 -91.833 10.9489
## It. 60, RSS = 2.13991e-09, Par. = -0.00649729 0.00623834 -121.621 15.4365
## It. 61, RSS = 2.13985e-09, Par. = -0.00809745 0.0077336 -151.209 17.442
## It. 62, RSS = 2.13985e-09, Par. = -0.0082 0.00777269 -152.509 18.6519
## It. 63, RSS = 2.13985e-09, Par. = -0.00822197 0.00784749 -153.484 17.6451
## It. 64, RSS = 2.13984e-09, Par. = -0.00829258 0.0079056 -154.706 17.8835
## It. 65, RSS = 2.13984e-09, Par. = -0.00841929 0.0080156 -156.961 18.2025
## It. 66, RSS = 2.13984e-09, Par. = -0.00867388 0.00823499 -161.476 18.8746
## It. 67, RSS = 2.13983e-09, Par. = -0.00868202 0.00829452 -162.17 17.8952
## It. 68, RSS = 2.13983e-09, Par. = -0.00871801 0.00834287 -162.988 17.6593
## It. 69, RSS = 2.13983e-09, Par. = -0.00875537 0.00834432 -163.331 18.3444
## It. 70, RSS = 2.13983e-09, Par. = -0.00875184 0.00836946 -163.561 17.7976
## It. 71, RSS = 2.13983e-09, Par. = -0.00878169 0.0083841 -163.975 18.0877
## It. 72, RSS = 2.13983e-09, Par. = -0.00883929 0.0084155 -164.807 18.5875
## It. 73, RSS = 2.13983e-09, Par. = -0.00896556 0.00847497 -166.531 19.8615
## It. 74, RSS = 2.13983e-09, Par. = -0.00910712 0.008665 -169.754 18.9386
## It. 75, RSS = 2.13982e-09, Par. = -0.00952732 0.008954 -176.442 21.4413
## It. 76, RSS = 2.13982e-09, Par. = -0.00996725 0.00925202 -183.383 24.1457
## It. 77, RSS = 2.13981e-09, Par. = -0.0100244 0.00926678 -184.023 24.9518
## It. 78, RSS = 2.13981e-09, Par. = -0.0101244 0.00931616 -185.401 25.9142
## It. 79, RSS = 2.13981e-09, Par. = -0.0102131 0.00946981 -187.801 24.6801
## It. 80, RSS = 2.13981e-09, Par. = -0.0102922 0.0096213 -190.088 23.3035
## It. 81, RSS = 2.13981e-09, Par. = -0.0104954 0.00971608 -192.839 25.3692
## It. 82, RSS = 2.13981e-09, Par. = -0.0105871 0.00974813 -193.959 26.5035
## It. 83, RSS = 2.13981e-09, Par. = -0.0105883 0.00977153 -194.218 26.0801
## It. 84, RSS = 2.13981e-09, Par. = -0.010628 0.00980654 -194.931 26.1703
## It. 85, RSS = 2.1398e-09, Par. = -0.0106668 0.00981434 -195.344 26.7601
## It. 86, RSS = 2.1398e-09, Par. = -0.0107018 0.0098289 -195.797 27.1491
## It. 87, RSS = 2.1398e-09, Par. = -0.0107796 0.00984421 -196.621 28.3382
## It. 88, RSS = 2.1398e-09, Par. = -0.0108504 0.00987259 -197.522 29.1437
## It. 89, RSS = 2.1398e-09, Par. = -0.0109545 0.0099513 -199.247 29.6268
## It. 90, RSS = 2.1398e-09, Par. = -0.0109944 0.010029 -200.423 28.9099
## It. 91, RSS = 2.1398e-09, Par. = -0.0111364 0.0101622 -203.056 29.0774
## It. 92, RSS = 2.1398e-09, Par. = -0.0114251 0.0104277 -208.353 29.5218
## It. 93, RSS = 2.1398e-09, Par. = -0.0115927 0.0105295 -210.863 30.7739
## It. 94, RSS = 2.1398e-09, Par. = -0.0116362 0.0105279 -211.211 31.6291
## It. 95, RSS = 2.1398e-09, Par. = -0.0116785 0.0105368 -211.659 32.264
## It. 0, RSS = 5.13708e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 3.5855e-08, Par. = -0.00141495 0.000283244 -20.5825 53.4244
## It. 2, RSS = 2.85481e-08, Par. = -0.00149194 0.000312842 -20.1161 51.9814
## It. 3, RSS = 2.29989e-08, Par. = -0.00172298 0.000363484 -19.8404 47.7394
## It. 4, RSS = 1.47142e-08, Par. = -0.00222823 0.000464301 -18.8662 42.2477
## It. 5, RSS = 1.09087e-08, Par. = -0.00327555 0.000665357 -17.0051 36.0607
## It. 6, RSS = 2.65436e-09, Par. = -0.00301082 0.000725055 -18.2339 36.0812
## It. 7, RSS = 2.39729e-09, Par. = -0.00299042 0.00073583 -18.5152 35.9237
## It. 8, RSS = 2.3899e-09, Par. = -0.0029267 0.000756491 -19.0227 35.7384
## It. 9, RSS = 2.37977e-09, Par. = -0.00286438 0.000778849 -19.5627 35.5032
## It. 10, RSS = 2.36927e-09, Par. = -0.00281152 0.000799753 -20.0546 35.2546
## It. 11, RSS = 2.36152e-09, Par. = -0.00277799 0.000814249 -20.387 35.0643
## It. 12, RSS = 2.35671e-09, Par. = -0.00271487 0.000841305 -21.0062 34.7004
## It. 13, RSS = 2.34718e-09, Par. = -0.0026544 0.000870683 -21.6556 34.256
## It. 14, RSS = 2.33648e-09, Par. = -0.00260389 0.000897821 -22.2346 33.8058
## It. 15, RSS = 2.32932e-09, Par. = -0.00255099 0.000927806 -22.8582 33.2753
## It. 16, RSS = 2.32063e-09, Par. = -0.0025061 0.000955564 -23.4152 32.746
## It. 17, RSS = 2.31472e-09, Par. = -0.00248337 0.000971015 -23.7127 32.4317
## It. 18, RSS = 2.3109e-09, Par. = -0.00243842 0.001 -24.2734 31.8347
## It. 19, RSS = 2.30479e-09, Par. = -0.00239442 0.00103098 -24.8485 31.156
## It. 20, RSS = 2.29851e-09, Par. = -0.00235589 0.00105981 -25.3621 30.49
## It. 21, RSS = 2.29406e-09, Par. = -0.00233361 0.00107756 -25.6647 30.0604
## It. 22, RSS = 2.29108e-09, Par. = -0.00229005 0.0011109 -26.2318 29.2382
## It. 23, RSS = 2.28581e-09, Par. = -0.00224678 0.00114645 -26.8048 28.3153
## It. 24, RSS = 2.28034e-09, Par. = -0.00220827 0.00117945 -27.3085 27.4183
## It. 25, RSS = 2.27655e-09, Par. = -0.00218699 0.00119858 -27.5832 26.877
## It. 26, RSS = 2.27396e-09, Par. = -0.00214482 0.00123454 -28.0981 25.8389
## It. 27, RSS = 2.2696e-09, Par. = -0.00210222 0.0012726 -28.6053 24.693
## It. 28, RSS = 2.2652e-09, Par. = -0.00206329 0.00130802 -29.0436 23.5836
## It. 29, RSS = 2.26206e-09, Par. = -0.00203939 0.00133021 -29.2963 22.864
## It. 30, RSS = 2.25987e-09, Par. = -0.00199228 0.00137187 -29.7629 21.4809
## It. 31, RSS = 2.25577e-09, Par. = -0.00194391 0.00141574 -30.1994 19.9672
## It. 32, RSS = 2.25169e-09, Par. = -0.0018988 0.00145645 -30.5549 18.5072
## It. 33, RSS = 2.24879e-09, Par. = -0.00186945 0.00148284 -30.7522 17.5287
## It. 34, RSS = 2.24671e-09, Par. = -0.00181161 0.00153211 -31.1014 15.6493
## It. 35, RSS = 2.24243e-09, Par. = -0.00175132 0.00158349 -31.3766 13.6156
## It. 36, RSS = 2.23899e-09, Par. = -0.00171319 0.00161565 -31.4862 12.2986
## It. 37, RSS = 2.23656e-09, Par. = -0.00163758 0.00167493 -31.6502 9.77989
## It. 38, RSS = 2.23137e-09, Par. = -0.00155818 0.00173593 -31.6638 7.09166
## It. 39, RSS = 2.229e-09, Par. = -0.001409 0.00184273 -31.4346 2.16164
## It. 40, RSS = 2.22669e-09, Par. = -0.00124719 0.00195152 -30.5712 -3.08187
## It. 41, RSS = 2.21987e-09, Par. = -0.00116683 0.00200329 -29.771 -5.4908
## It. 42, RSS = 2.21241e-09, Par. = -0.00108109 0.00204914 -28.9248 -7.85151
## It. 43, RSS = 2.21092e-09, Par. = -0.000996577 0.00209212 -27.9536 -10.0554
## It. 44, RSS = 2.20359e-09, Par. = -0.000953463 0.00211375 -27.3706 -11.087
## It. 45, RSS = 2.20159e-09, Par. = -0.000926805 0.00212614 -27.0067 -11.7028
## It. 46, RSS = 2.2005e-09, Par. = -0.000875192 0.00214924 -26.2974 -12.8823
## It. 47, RSS = 2.19863e-09, Par. = -0.000825028 0.00217179 -25.5488 -13.9568
## It. 48, RSS = 2.19656e-09, Par. = -0.000776274 0.00219339 -24.779 -14.9351
## It. 49, RSS = 2.19451e-09, Par. = -0.000729469 0.002214 -23.9998 -15.8089
## It. 50, RSS = 2.19367e-09, Par. = -0.000679269 0.00223616 -23.125 -16.6787
## It. 51, RSS = 2.18903e-09, Par. = -0.000654625 0.00224741 -22.6612 -17.0442
## It. 52, RSS = 2.18813e-09, Par. = -0.000641241 0.00225328 -22.4094 -17.2387
## It. 53, RSS = 2.18735e-09, Par. = -0.000616473 0.00226411 -21.945 -17.6027
## It. 54, RSS = 2.18644e-09, Par. = -0.000590156 0.00227609 -21.4363 -17.9615
## It. 55, RSS = 2.18541e-09, Par. = -0.000566358 0.00228734 -20.9637 -18.2612
## It. 56, RSS = 2.18471e-09, Par. = -0.000540835 0.0023001 -20.448 -18.5664
## It. 57, RSS = 2.184e-09, Par. = -0.000515896 0.00231382 -19.9328 -18.8455
## It. 58, RSS = 2.18344e-09, Par. = -0.000491777 0.0023294 -19.4266 -19.1097
## It. 59, RSS = 2.18304e-09, Par. = -0.00046938 0.00234936 -18.9553 -19.3843
## It. 60, RSS = 2.1826e-09, Par. = -0.000452694 0.00238041 -18.6249 -19.7378
## It. 61, RSS = 2.18196e-09, Par. = -0.000446578 0.00241671 -18.5432 -20.1163
## It. 62, RSS = 2.18178e-09, Par. = -0.000447625 0.00248363 -18.6851 -20.8178
## It. 63, RSS = 2.18153e-09, Par. = -0.000451357 0.00255658 -18.8969 -21.5698
## It. 64, RSS = 2.18132e-09, Par. = -0.000455186 0.00262452 -19.0992 -22.2603
## It. 65, RSS = 2.18116e-09, Par. = -0.000457445 0.00266727 -19.2207 -22.6874
## It. 66, RSS = 2.18106e-09, Par. = -0.000462261 0.00274931 -19.4659 -23.509
## It. 67, RSS = 2.18089e-09, Par. = -0.000466898 0.00283496 -19.7069 -24.3479
## It. 68, RSS = 2.1807e-09, Par. = -0.000470902 0.00291456 -19.9192 -25.1128
## It. 69, RSS = 2.18056e-09, Par. = -0.000475097 0.00300057 -20.1422 -25.9279
## It. 70, RSS = 2.18039e-09, Par. = -0.000478762 0.00308085 -20.3404 -26.6741
## It. 71, RSS = 2.18027e-09, Par. = -0.000482592 0.00316719 -20.5477 -27.4654
## It. 72, RSS = 2.18012e-09, Par. = -0.000485961 0.00324807 -20.733 -28.1927
## It. 73, RSS = 2.18001e-09, Par. = -0.000489474 0.00333469 -20.9263 -28.9609
## It. 74, RSS = 2.17988e-09, Par. = -0.000492588 0.00341615 -21.1 -29.6699
## It. 75, RSS = 2.17978e-09, Par. = -0.00049582 0.00350304 -21.2805 -30.4156
## It. 76, RSS = 2.17966e-09, Par. = -0.000498701 0.00358498 -21.4435 -31.106
## It. 77, RSS = 2.17957e-09, Par. = -0.000501681 0.0036721 -21.6124 -31.8301
## It. 78, RSS = 2.17947e-09, Par. = -0.000504355 0.00375453 -21.7657 -32.5028
## It. 79, RSS = 2.17939e-09, Par. = -0.000507113 0.00384187 -21.924 -33.2058
## It. 80, RSS = 2.17929e-09, Par. = -0.000509599 0.00392471 -22.0682 -33.8609
## It. 81, RSS = 2.17921e-09, Par. = -0.000511868 0.00400358 -22.201 -34.4751
## It. 82, RSS = 2.17915e-09, Par. = -0.000514358 0.00409119 -22.3461 -35.1495
## It. 83, RSS = 2.17907e-09, Par. = -0.00051661 0.00417458 -22.4787 -35.7799
## It. 84, RSS = 2.179e-09, Par. = -0.000518665 0.00425417 -22.6009 -36.3725
## It. 85, RSS = 2.17895e-09, Par. = -0.000520913 0.00434202 -22.7338 -37.0193
## It. 86, RSS = 2.17887e-09, Par. = -0.000522942 0.00442585 -22.8554 -37.6254
## It. 87, RSS = 2.17881e-09, Par. = -0.00052482 0.00450609 -22.9686 -38.1974
## It. 88, RSS = 2.17876e-09, Par. = -0.000526849 0.00459417 -23.0905 -38.8179
## It. 89, RSS = 2.1787e-09, Par. = -0.000528696 0.00467844 -23.2027 -39.4016
## It. 90, RSS = 2.17865e-09, Par. = -0.000530411 0.00475932 -23.3074 -39.9539
## It. 91, RSS = 2.17861e-09, Par. = -0.000532257 0.00484758 -23.4197 -40.5499
## It. 92, RSS = 2.17855e-09, Par. = -0.000533939 0.00493224 -23.5234 -41.1119
## It. 93, RSS = 2.1785e-09, Par. = -0.000535515 0.00501366 -23.6207 -41.6454
## It. 94, RSS = 2.17846e-09, Par. = -0.000537203 0.00510209 -23.7246 -42.2183
## It. 95, RSS = 2.17841e-09, Par. = -0.00053875 0.00518711 -23.8209 -42.7603
## It. 96, RSS = 2.17837e-09, Par. = -0.000540186 0.00526902 -23.9109 -43.2752
## It. 97, RSS = 2.17834e-09, Par. = -0.000541726 0.00535759 -24.007 -43.8262
## It. 0, RSS = 4.73968e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.54637e-08, Par. = -0.00142028 0.000264855 -18.7611 53.0411
## It. 2, RSS = 2.2269e-08, Par. = -0.00150557 0.000290768 -18.6667 50.6453
## It. 3, RSS = 1.74912e-08, Par. = -0.00170861 0.000339537 -18.5199 46.3381
## It. 4, RSS = 1.14879e-08, Par. = -0.00217059 0.000436221 -17.7581 40.7626
## It. 5, RSS = 3.42533e-09, Par. = -0.00266341 0.000532825 -16.7573 37.911
## It. 6, RSS = 2.57833e-09, Par. = -0.00289923 0.000615795 -16.9917 36.3615
## It. 7, RSS = 2.46226e-09, Par. = -0.00268767 0.000669017 -18.4345 36.1631
## It. 8, RSS = 2.33645e-09, Par. = -0.00254106 0.000721895 -19.8899 35.591
## It. 9, RSS = 2.27025e-09, Par. = -0.00242172 0.000776942 -21.2919 34.8002
## It. 10, RSS = 2.22925e-09, Par. = -0.00232011 0.000833304 -22.641 33.8132
## It. 11, RSS = 2.19944e-09, Par. = -0.00223148 0.000890749 -23.9303 32.6393
## It. 12, RSS = 2.17735e-09, Par. = -0.00215227 0.000949097 -25.153 31.2883
## It. 13, RSS = 2.16068e-09, Par. = -0.00207981 0.00100817 -26.3025 29.77
## It. 14, RSS = 2.1479e-09, Par. = -0.00201207 0.00106777 -27.3723 28.0935
## It. 15, RSS = 2.1379e-09, Par. = -0.00194747 0.00112773 -28.3561 26.2686
## It. 16, RSS = 2.12994e-09, Par. = -0.00188481 0.00118784 -29.2476 24.3049
## It. 17, RSS = 2.12351e-09, Par. = -0.00182311 0.0012479 -30.0403 22.2128
## It. 18, RSS = 2.11821e-09, Par. = -0.00176168 0.00130771 -30.728 20.0043
## It. 19, RSS = 2.1138e-09, Par. = -0.00169992 0.00136704 -31.3047 17.6921
## It. 20, RSS = 2.11008e-09, Par. = -0.00163744 0.00142566 -31.7645 15.2905
## It. 21, RSS = 2.10647e-09, Par. = -0.00158013 0.00147795 -32.0674 13.0482
## It. 22, RSS = 2.10482e-09, Par. = -0.00156322 0.00149406 -32.1142 12.3445
## It. 23, RSS = 2.10388e-09, Par. = -0.00152742 0.00152373 -32.2233 10.9886
## It. 24, RSS = 2.1029e-09, Par. = -0.00146126 0.00157814 -32.3586 8.46093
## It. 25, RSS = 2.10046e-09, Par. = -0.00139007 0.00163587 -32.3518 5.70676
## It. 26, RSS = 2.09855e-09, Par. = -0.00131868 0.00169137 -32.193 2.9831
## It. 27, RSS = 2.09747e-09, Par. = -0.00117444 0.00179924 -31.6592 -2.41403
## It. 28, RSS = 2.09516e-09, Par. = -0.0011666 0.00181179 -31.4369 -2.79403
## It. 29, RSS = 2.09455e-09, Par. = -0.00113614 0.00183123 -31.2001 -3.8323
## It. 30, RSS = 2.09395e-09, Par. = -0.00107999 0.00186727 -30.7257 -5.73746
## It. 31, RSS = 2.09364e-09, Par. = -0.00102061 0.00190556 -30.1329 -7.70412
## It. 32, RSS = 2.0921e-09, Par. = -0.000991614 0.00192427 -29.7861 -8.6201
## It. 33, RSS = 2.0916e-09, Par. = -0.000965385 0.00194035 -29.4753 -9.43437
## It. 34, RSS = 2.0912e-09, Par. = -0.000940452 0.00195562 -29.1668 -10.1971
## It. 35, RSS = 2.09088e-09, Par. = -0.000922497 0.00196663 -28.9339 -10.7358
## It. 36, RSS = 2.09063e-09, Par. = -0.000889762 0.00198703 -28.5071 -11.7194
## It. 37, RSS = 2.09034e-09, Par. = -0.000854855 0.00200975 -28.0241 -12.7509
## It. 38, RSS = 2.08985e-09, Par. = -0.000823775 0.0020309 -27.571 -13.6517
## It. 39, RSS = 2.08968e-09, Par. = -0.000790538 0.00205523 -27.0744 -14.618
## It. 40, RSS = 2.08895e-09, Par. = -0.000775107 0.0020671 -26.8256 -15.0472
## It. 41, RSS = 2.08881e-09, Par. = -0.00076502 0.0020749 -26.6651 -15.3303
## It. 42, RSS = 2.08872e-09, Par. = -0.000745625 0.00209162 -26.3636 -15.9037
## It. 43, RSS = 2.08857e-09, Par. = -0.000727456 0.00210986 -26.0788 -16.4638
## It. 44, RSS = 2.08843e-09, Par. = -0.000711051 0.00213012 -25.8283 -17.0173
## It. 45, RSS = 2.0883e-09, Par. = -0.000697372 0.00215292 -25.635 -17.5616
## It. 46, RSS = 2.08818e-09, Par. = -0.000687466 0.0021782 -25.5226 -18.0858
## It. 47, RSS = 2.08807e-09, Par. = -0.000681647 0.00220509 -25.4974 -18.5773
## It. 48, RSS = 2.08802e-09, Par. = -0.000681109 0.00226019 -25.6853 -19.4462
## It. 49, RSS = 2.08785e-09, Par. = -0.000684388 0.00231124 -25.9324 -20.193
## It. 50, RSS = 2.08781e-09, Par. = -0.000695859 0.00240638 -26.5081 -21.5241
## It. 51, RSS = 2.08757e-09, Par. = -0.000701404 0.00245729 -26.7941 -22.224
## It. 52, RSS = 2.08753e-09, Par. = -0.000713503 0.00255328 -27.3732 -23.5339
## It. 53, RSS = 2.08733e-09, Par. = -0.000719053 0.00260436 -27.6534 -24.2222
## It. 54, RSS = 2.08732e-09, Par. = -0.00073054 0.00270118 -28.2089 -25.5229
## It. 55, RSS = 2.08714e-09, Par. = -0.00073574 0.00275251 -28.4756 -26.2033
## It. 56, RSS = 2.08707e-09, Par. = -0.000740747 0.00280138 -28.7312 -26.8511
## It. 57, RSS = 2.08706e-09, Par. = -0.000750826 0.00289463 -29.2289 -28.0783
## It. 58, RSS = 2.08692e-09, Par. = -0.000755375 0.00294381 -29.4671 -28.7159
## It. 59, RSS = 2.08687e-09, Par. = -0.000759684 0.00299023 -29.6926 -29.3182
## It. 60, RSS = 2.08686e-09, Par. = -0.000768475 0.00307944 -30.1364 -30.4682
## It. 61, RSS = 2.08674e-09, Par. = -0.000772404 0.00312612 -30.3473 -31.0606
## It. 62, RSS = 2.08674e-09, Par. = -0.000780567 0.00321578 -30.7688 -32.199
## It. 63, RSS = 2.08663e-09, Par. = -0.000784253 0.00326264 -30.9699 -32.7837
## It. 64, RSS = 2.08659e-09, Par. = -0.000787594 0.00330511 -31.1525 -33.3142
## It. 65, RSS = 2.08658e-09, Par. = -0.000794517 0.00338726 -31.5159 -34.3355
## It. 66, RSS = 2.0865e-09, Par. = -0.000797301 0.00342612 -31.6717 -34.81
## It. 67, RSS = 2.08648e-09, Par. = -0.00080325 0.00350151 -31.9897 -35.7338
## It. 68, RSS = 2.08643e-09, Par. = -0.000808537 0.00357307 -32.2783 -36.5999
## It. 69, RSS = 2.08639e-09, Par. = -0.000814162 0.00365093 -32.5862 -37.5345
## It. 70, RSS = 2.08634e-09, Par. = -0.00081924 0.00372488 -32.8685 -38.4126
## It. 71, RSS = 2.0863e-09, Par. = -0.000823936 0.00379542 -33.1313 -39.2427
## It. 72, RSS = 2.08627e-09, Par. = -0.000829103 0.00387364 -33.4193 -40.1559
## It. 73, RSS = 2.08622e-09, Par. = -0.000833778 0.0039482 -33.684 -41.0168
## It. 74, RSS = 2.08618e-09, Par. = -0.00083806 0.0040195 -33.9299 -41.8323
## It. 75, RSS = 2.08616e-09, Par. = -0.000842759 0.00409807 -34.1979 -42.7238
## It. 76, RSS = 2.08612e-09, Par. = -0.000847044 0.00417317 -34.4458 -43.5667
## It. 77, RSS = 2.08608e-09, Par. = -0.00085096 0.00424506 -34.6758 -44.3655
## It. 78, RSS = 2.08606e-09, Par. = -0.000855266 0.00432393 -34.9263 -45.2352
## It. 79, RSS = 2.08603e-09, Par. = -0.000859273 0.0043995 -35.1605 -46.0594
## It. 80, RSS = 2.086e-09, Par. = -0.000862967 0.00447214 -35.3792 -46.844
## It. 81, RSS = 2.08598e-09, Par. = -0.000866964 0.00455129 -35.6148 -47.6921
## It. 82, RSS = 2.08595e-09, Par. = -0.000870626 0.00462737 -35.8339 -48.4983
## It. 83, RSS = 2.08592e-09, Par. = -0.000874015 0.00470052 -36.0388 -49.2658
## It. 84, RSS = 2.0859e-09, Par. = -0.00087768 0.00477993 -36.2592 -50.0925
## It. 85, RSS = 2.08587e-09, Par. = -0.000881064 0.00485625 -36.4648 -50.8782
## It. 86, RSS = 2.08585e-09, Par. = -0.000884231 0.00492981 -36.6586 -51.6283
## It. 87, RSS = 2.08583e-09, Par. = -0.000887646 0.00500944 -36.8662 -52.4341
## It. 88, RSS = 2.08581e-09, Par. = -0.000890799 0.00508617 -37.0604 -53.202
## It. 89, RSS = 2.08578e-09, Par. = -0.000893804 0.00516031 -37.2452 -53.9373
## It. 90, RSS = 2.08577e-09, Par. = -0.000896928 0.00524017 -37.4394 -54.7223
## It. 91, RSS = 2.08575e-09, Par. = -0.000899884 0.00531722 -37.6232 -55.4721
## It. 92, RSS = 2.08573e-09, Par. = -0.000902613 0.00539178 -37.7957 -56.1902
## It. 93, RSS = 2.08571e-09, Par. = -0.000905223 0.00546394 -37.9603 -56.8793
## It. 94, RSS = 2.0857e-09, Par. = -0.000908164 0.00554401 -38.143 -57.6393
## It. 95, RSS = 2.08568e-09, Par. = -0.000910797 0.00562135 -38.3115 -58.3639
## It. 96, RSS = 2.08566e-09, Par. = -0.000913317 0.00569637 -38.4727 -59.0607
## It. 97, RSS = 2.08564e-09, Par. = -0.000915703 0.00576922 -38.626 -59.7314
## It. 98, RSS = 2.08564e-09, Par. = -0.000918279 0.00584955 -38.7922 -60.4651
## It. 0, RSS = 4.56302e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.28561e-08, Par. = -0.00142349 0.000259654 -18.1907 52.9591
## It. 2, RSS = 2.00933e-08, Par. = -0.00150899 0.000284207 -18.2209 50.2177
## It. 3, RSS = 1.55081e-08, Par. = -0.00170402 0.000332702 -18.1066 45.8757
## It. 4, RSS = 1.02265e-08, Par. = -0.00215478 0.000428614 -17.4037 40.251
## It. 5, RSS = 2.50554e-09, Par. = -0.00263935 0.000524656 -16.4296 37.4118
## It. 6, RSS = 1.82184e-09, Par. = -0.00277653 0.000551847 -16.2187 36.8227
## It. 7, RSS = 1.6764e-09, Par. = -0.00272743 0.000606884 -17.1781 36.2308
## It. 8, RSS = 1.67149e-09, Par. = -0.00270887 0.000616836 -17.3928 36.1362
## It. 9, RSS = 1.66708e-09, Par. = -0.00265428 0.000631898 -17.8352 36.0372
## It. 10, RSS = 1.66133e-09, Par. = -0.00259959 0.000648311 -18.3135 35.9024
## It. 11, RSS = 1.65529e-09, Par. = -0.00255304 0.000663647 -18.751 35.7527
## It. 12, RSS = 1.65076e-09, Par. = -0.00252246 0.000674596 -19.0568 35.6308
## It. 13, RSS = 1.64811e-09, Par. = -0.00246585 0.000694898 -19.6226 35.3985
## It. 14, RSS = 1.64271e-09, Par. = -0.00241103 0.000717128 -20.2244 35.1014
## It. 15, RSS = 1.63623e-09, Par. = -0.00236559 0.000737586 -20.7618 34.7933
## It. 16, RSS = 1.63221e-09, Par. = -0.00231798 0.000760316 -21.3467 34.4239
## It. 17, RSS = 1.62699e-09, Par. = -0.00227803 0.000781266 -21.8698 34.0505
## It. 18, RSS = 1.62356e-09, Par. = -0.00223609 0.000804421 -22.4356 33.6117
## It. 19, RSS = 1.61932e-09, Par. = -0.0022004 0.000825814 -22.9424 33.1756
## It. 20, RSS = 1.61666e-09, Par. = -0.00218635 0.000835236 -23.1566 32.9692
## It. 21, RSS = 1.61474e-09, Par. = -0.00215779 0.000852977 -23.5654 32.5828
## It. 22, RSS = 1.61252e-09, Par. = -0.00213645 0.000867325 -23.8861 32.2533
## It. 23, RSS = 1.61144e-09, Par. = -0.00209693 0.000894013 -24.4765 31.6267
## It. 24, RSS = 1.60848e-09, Par. = -0.00205772 0.000923038 -25.0917 30.9014
## It. 25, RSS = 1.60483e-09, Par. = -0.0020241 0.000949648 -25.6316 30.1988
## It. 26, RSS = 1.60268e-09, Par. = -0.00198801 0.00097902 -26.2083 29.3902
## It. 27, RSS = 1.59976e-09, Par. = -0.00195655 0.00100603 -26.7146 28.6101
## It. 28, RSS = 1.59789e-09, Par. = -0.00192271 0.00103565 -27.2499 27.7225
## It. 29, RSS = 1.59551e-09, Par. = -0.00189273 0.00106299 -27.7192 26.869
## It. 30, RSS = 1.59388e-09, Par. = -0.00186043 0.00109277 -28.2099 25.9075
## It. 31, RSS = 1.59192e-09, Par. = -0.00183137 0.00112033 -28.6389 24.9846
## It. 32, RSS = 1.59056e-09, Par. = -0.00181573 0.00113567 -28.8623 24.4544
## It. 33, RSS = 1.58969e-09, Par. = -0.00178507 0.00116438 -29.2801 23.447
## It. 34, RSS = 1.58824e-09, Par. = -0.00175353 0.00119489 -29.6934 22.3432
## It. 35, RSS = 1.58676e-09, Par. = -0.00172451 0.00122325 -30.0498 21.2862
## It. 36, RSS = 1.58569e-09, Par. = -0.00170615 0.00124137 -30.2594 20.5921
## It. 37, RSS = 1.58499e-09, Par. = -0.00167073 0.00127515 -30.6431 19.2768
## It. 38, RSS = 1.58362e-09, Par. = -0.00163373 0.00131111 -31.0062 17.8362
## It. 39, RSS = 1.58222e-09, Par. = -0.00159943 0.00134431 -31.2999 16.4673
## It. 40, RSS = 1.58134e-09, Par. = -0.00158129 0.00136194 -31.4313 15.7224
## It. 41, RSS = 1.58059e-09, Par. = -0.00154575 0.00139479 -31.6735 14.3077
## It. 42, RSS = 1.57952e-09, Par. = -0.00150847 0.00142944 -31.8819 12.785
## It. 43, RSS = 1.57865e-09, Par. = -0.00148232 0.00145354 -31.9907 11.7022
## It. 44, RSS = 1.57791e-09, Par. = -0.00143282 0.00149765 -32.1676 9.68437
## It. 45, RSS = 1.57654e-09, Par. = -0.0013798 0.00154484 -32.264 7.48432
## It. 46, RSS = 1.57547e-09, Par. = -0.00133757 0.00158162 -32.2589 5.7342
## It. 47, RSS = 1.57447e-09, Par. = -0.00125215 0.00165419 -32.1854 2.23767
## It. 48, RSS = 1.57359e-09, Par. = -0.00116842 0.00172584 -31.8606 -1.20683
## It. 49, RSS = 1.57223e-09, Par. = -0.00113447 0.00175477 -31.5978 -2.55677
## It. 50, RSS = 1.57208e-09, Par. = -0.00106391 0.00181099 -31.1321 -5.29388
## It. 51, RSS = 1.57089e-09, Par. = -0.00103136 0.00183787 -30.8092 -6.52175
## It. 52, RSS = 1.57042e-09, Par. = -0.00101408 0.00185128 -30.6369 -7.15018
## It. 53, RSS = 1.57019e-09, Par. = -0.000982785 0.00187588 -30.334 -8.30236
## It. 54, RSS = 1.56997e-09, Par. = -0.000949482 0.00190356 -29.9866 -9.53219
## It. 55, RSS = 1.56964e-09, Par. = -0.000920306 0.0019292 -29.6615 -10.6104
## It. 56, RSS = 1.5695e-09, Par. = -0.000889427 0.00195898 -29.3127 -11.7819
## It. 57, RSS = 1.56931e-09, Par. = -0.000860878 0.00199087 -28.9865 -12.9179
## It. 58, RSS = 1.56911e-09, Par. = -0.000835868 0.00202576 -28.715 -14.016
## It. 59, RSS = 1.56888e-09, Par. = -0.00081624 0.00206436 -28.5407 -15.0606
## It. 60, RSS = 1.56862e-09, Par. = -0.000803574 0.00210625 -28.4988 -16.025
## It. 61, RSS = 1.56841e-09, Par. = -0.000797748 0.0021499 -28.588 -16.8946
## It. 62, RSS = 1.56826e-09, Par. = -0.000796797 0.00219025 -28.7528 -17.6198
## It. 63, RSS = 1.56819e-09, Par. = -0.000804285 0.00226458 -29.2413 -18.8135
## It. 64, RSS = 1.56803e-09, Par. = -0.000815628 0.00234427 -29.8212 -20.0255
## It. 65, RSS = 1.56788e-09, Par. = -0.000826768 0.00241703 -30.36 -21.1092
## It. 66, RSS = 1.56777e-09, Par. = -0.000834096 0.00246624 -30.7158 -21.8374
## It. 67, RSS = 1.56772e-09, Par. = -0.000849406 0.00255921 -31.4193 -23.1934
## It. 68, RSS = 1.56763e-09, Par. = -0.000864838 0.00265771 -32.1366 -24.6206
## It. 69, RSS = 1.5675e-09, Par. = -0.000877963 0.00274742 -32.7609 -25.9153
## It. 70, RSS = 1.56743e-09, Par. = -0.000892052 0.00284668 -33.4356 -27.3402
## It. 71, RSS = 1.56732e-09, Par. = -0.000904145 0.0029377 -34.0273 -28.6394
## It. 72, RSS = 1.56726e-09, Par. = -0.00091703 0.00303766 -34.6619 -30.0571
## It. 73, RSS = 1.56716e-09, Par. = -0.000928195 0.00312969 -35.2222 -31.3528
## It. 74, RSS = 1.56712e-09, Par. = -0.000940008 0.00323028 -35.8196 -32.7596
## It. 75, RSS = 1.56703e-09, Par. = -0.000950316 0.00332343 -36.3504 -34.0514
## It. 76, RSS = 1.567e-09, Par. = -0.000961235 0.0034246 -36.9146 -35.4437
## It. 77, RSS = 1.56687e-09, Par. = -0.000965602 0.00347188 -37.1552 -36.0874
## It. 78, RSS = 1.56684e-09, Par. = -0.000969282 0.00351143 -37.3579 -36.6273
## It. 79, RSS = 1.56683e-09, Par. = -0.000977088 0.00358813 -37.7665 -37.668
## It. 80, RSS = 1.56678e-09, Par. = -0.000980363 0.00362465 -37.9468 -38.1582
## It. 81, RSS = 1.56677e-09, Par. = -0.00098722 0.00369574 -38.3113 -39.1132
## It. 82, RSS = 1.56673e-09, Par. = -0.000993535 0.0037637 -38.6498 -40.0178
## It. 83, RSS = 1.56671e-09, Par. = -0.00100018 0.00383686 -39.0077 -40.9858
## It. 84, RSS = 1.56667e-09, Par. = -0.00100624 0.00390675 -39.3394 -41.9039
## It. 85, RSS = 1.56664e-09, Par. = -0.00101185 0.00397363 -39.6493 -42.7768
## It. 86, RSS = 1.56662e-09, Par. = -0.00101796 0.00404714 -39.9863 -43.7303
## It. 87, RSS = 1.56659e-09, Par. = -0.00102363 0.00411767 -40.3017 -44.6378
## It. 88, RSS = 1.56656e-09, Par. = -0.00102882 0.00418512 -40.5949 -45.4999
## It. 89, RSS = 1.56654e-09, Par. = -0.00103446 0.00425895 -40.9125 -46.4377
## It. 90, RSS = 1.56651e-09, Par. = -0.00103973 0.00432987 -41.211 -47.3311
## It. 91, RSS = 1.56649e-09, Par. = -0.00104462 0.00439819 -41.4915 -48.1858
## It. 92, RSS = 1.56647e-09, Par. = -0.00104986 0.00447232 -41.7918 -49.1073
## It. 93, RSS = 1.56645e-09, Par. = -0.00105478 0.00454361 -42.0748 -49.9861
## It. 94, RSS = 1.56643e-09, Par. = -0.00105925 0.00461224 -42.3382 -50.8261
## It. 95, RSS = 1.56641e-09, Par. = -0.00106416 0.00468663 -42.6234 -51.7307
## It. 96, RSS = 1.56639e-09, Par. = -0.00106877 0.00475842 -42.8926 -52.5965
## It. 97, RSS = 1.56637e-09, Par. = -0.00107309 0.00482782 -43.1475 -53.4274
## It. 0, RSS = 4.34988e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.90237e-08, Par. = -0.00142544 0.000246575 -17.092 53.0242
## It. 2, RSS = 1.60431e-08, Par. = -0.00150754 0.000268452 -17.3773 49.4713
## It. 3, RSS = 1.19245e-08, Par. = -0.00168847 0.000317206 -17.3171 44.9651
## It. 4, RSS = 8.58324e-09, Par. = -0.00212343 0.00041297 -16.7064 39.1448
## It. 5, RSS = 1.75694e-09, Par. = -0.00259674 0.000510473 -15.7948 36.3049
## It. 6, RSS = 1.45404e-09, Par. = -0.00257996 0.000533332 -16.1142 36.0949
## It. 7, RSS = 1.45288e-09, Par. = -0.00256808 0.000536791 -16.2127 36.0735
## It. 8, RSS = 1.45096e-09, Par. = -0.00254106 0.000542666 -16.4108 36.0488
## It. 9, RSS = 1.44832e-09, Par. = -0.00249185 0.000553651 -16.7821 35.9955
## It. 10, RSS = 1.44501e-09, Par. = -0.00244333 0.000565566 -17.1775 35.9163
## It. 11, RSS = 1.44169e-09, Par. = -0.00240167 0.000576677 -17.5396 35.8253
## It. 12, RSS = 1.43936e-09, Par. = -0.00237714 0.000583769 -17.7664 35.7568
## It. 13, RSS = 1.43747e-09, Par. = -0.00233143 0.000596892 -18.1867 35.6294
## It. 14, RSS = 1.43474e-09, Par. = -0.00228618 0.000611237 -18.6365 35.4652
## It. 15, RSS = 1.43176e-09, Par. = -0.00224789 0.000624479 -19.0429 35.2931
## It. 16, RSS = 1.42985e-09, Par. = -0.00223067 0.000631068 -19.24 35.1965
## It. 17, RSS = 1.4284e-09, Par. = -0.00219731 0.000643315 -19.609 35.0207
## It. 18, RSS = 1.42655e-09, Par. = -0.00216409 0.000656538 -19.9997 34.8132
## It. 19, RSS = 1.4247e-09, Par. = -0.00213522 0.000668846 -20.3565 34.6055
## It. 20, RSS = 1.42339e-09, Par. = -0.00211819 0.000676618 -20.5772 34.4653
## It. 21, RSS = 1.42234e-09, Par. = -0.00208632 0.000691016 -20.9864 34.2044
## It. 22, RSS = 1.42081e-09, Par. = -0.00205444 0.000706698 -21.4218 33.8998
## It. 23, RSS = 1.41916e-09, Par. = -0.00202708 0.000721154 -21.814 33.602
## It. 24, RSS = 1.41808e-09, Par. = -0.00201445 0.000728401 -22.0052 33.4436
## It. 25, RSS = 1.41727e-09, Par. = -0.00199005 0.00074188 -22.3634 33.1505
## It. 26, RSS = 1.41623e-09, Par. = -0.00196551 0.00075642 -22.7414 32.8199
## It. 27, RSS = 1.41517e-09, Par. = -0.00194399 0.000769922 -23.0851 32.5006
## It. 28, RSS = 1.41443e-09, Par. = -0.00193126 0.000778356 -23.295 32.2936
## It. 29, RSS = 1.41384e-09, Par. = -0.00190749 0.000793963 -23.6836 31.9091
## It. 30, RSS = 1.41299e-09, Par. = -0.00188343 0.000810956 -24.0961 31.4749
## It. 31, RSS = 1.41206e-09, Par. = -0.00186257 0.00082658 -24.4658 31.0621
## It. 32, RSS = 1.41145e-09, Par. = -0.00185259 0.000834547 -24.6489 30.844
## It. 33, RSS = 1.411e-09, Par. = -0.00183354 0.000849326 -24.9907 30.4404
## It. 34, RSS = 1.41041e-09, Par. = -0.00181417 0.000865314 -25.3517 29.993
## It. 35, RSS = 1.4098e-09, Par. = -0.00179714 0.000880091 -25.6776 29.5702
## It. 36, RSS = 1.40939e-09, Par. = -0.00178703 0.000889256 -25.8748 29.3016
## It. 37, RSS = 1.40906e-09, Par. = -0.00176838 0.000906126 -26.2383 28.8081
## It. 38, RSS = 1.40859e-09, Par. = -0.00174932 0.000924594 -26.6257 28.2587
## It. 39, RSS = 1.40807e-09, Par. = -0.00173284 0.000941465 -26.9705 27.7482
## It. 40, RSS = 1.40775e-09, Par. = -0.00172539 0.000949526 -27.1297 27.4987
## It. 41, RSS = 1.4075e-09, Par. = -0.00171132 0.000964439 -27.4277 27.0404
## It. 42, RSS = 1.40723e-09, Par. = -0.00170187 0.000975078 -27.6343 26.7086
## It. 43, RSS = 1.40703e-09, Par. = -0.00168518 0.000994391 -28.0096 26.1124
## It. 44, RSS = 1.40672e-09, Par. = -0.00166816 0.00101593 -28.4178 25.4471
## It. 45, RSS = 1.40638e-09, Par. = -0.00165235 0.00103766 -28.8206 24.7772
## It. 46, RSS = 1.40609e-09, Par. = -0.00163776 0.00105959 -29.2198 24.107
## It. 47, RSS = 1.40583e-09, Par. = -0.00162449 0.00108171 -29.6171 23.4407
## It. 48, RSS = 1.4056e-09, Par. = -0.00161273 0.00110406 -30.0147 22.7837
## It. 49, RSS = 1.4054e-09, Par. = -0.00160266 0.00112663 -30.4149 22.1417
## It. 50, RSS = 1.40523e-09, Par. = -0.00159458 0.00114944 -30.8206 21.5229
## It. 51, RSS = 1.40508e-09, Par. = -0.00158882 0.00117247 -31.2351 20.9369
## It. 52, RSS = 1.40496e-09, Par. = -0.00158586 0.00119061 -31.5635 20.5
## It. 53, RSS = 1.4049e-09, Par. = -0.00158841 0.00122697 -32.2753 19.8041
## It. 54, RSS = 1.40471e-09, Par. = -0.0015999 0.00126312 -33.0243 19.2864
## It. 55, RSS = 1.40453e-09, Par. = -0.0016577 0.00133014 -34.6678 19.1275
## It. 56, RSS = 1.40424e-09, Par. = -0.00183447 0.00144386 -38.0327 20.6075
## It. 57, RSS = 1.40411e-09, Par. = -0.00197494 0.00152123 -40.4763 22.0701
## It. 58, RSS = 1.40401e-09, Par. = -0.00210461 0.0015845 -42.5824 23.5941
## It. 59, RSS = 1.40395e-09, Par. = -0.00219895 0.00162693 -44.0447 24.7768
## It. 60, RSS = 1.40392e-09, Par. = -0.00239413 0.0017078 -46.9397 27.3673
## It. 61, RSS = 1.40389e-09, Par. = -0.00259651 0.00178479 -49.7912 30.1763
## It. 62, RSS = 1.40374e-09, Par. = -0.00270054 0.00182201 -51.1967 31.6528
## It. 63, RSS = 1.40371e-09, Par. = -0.00275835 0.00184196 -51.9633 32.4876
## It. 64, RSS = 1.40369e-09, Par. = -0.0028683 0.00187963 -53.4173 34.0825
## It. 65, RSS = 1.40366e-09, Par. = -0.00298614 0.00191825 -54.9333 35.8178
## It. 66, RSS = 1.40363e-09, Par. = -0.0030946 0.00195285 -56.3031 37.4254
## It. 67, RSS = 1.40361e-09, Par. = -0.00321572 0.00198968 -57.7909 39.2498
## It. 68, RSS = 1.40358e-09, Par. = -0.00332672 0.00202289 -59.1362 40.9228
## It. 69, RSS = 1.40357e-09, Par. = -0.00345019 0.00205864 -60.6028 42.7993
## It. 70, RSS = 1.40355e-09, Par. = -0.00356648 0.00209035 -61.936 44.5938
## It. 71, RSS = 1.40354e-09, Par. = -0.00369274 0.00212473 -63.376 46.5342
## It. 72, RSS = 1.40351e-09, Par. = -0.0038114 0.00215563 -64.6923 48.3731
## It. 73, RSS = 1.40351e-09, Par. = -0.00394092 0.00218823 -66.0986 50.3916
## It. 74, RSS = 1.40346e-09, Par. = -0.0040017 0.00220302 -66.7417 51.3394
## It. 75, RSS = 1.40346e-09, Par. = -0.00403671 0.0022114 -67.1094 51.8881
## It. 76, RSS = 1.40345e-09, Par. = -0.00410417 0.00222788 -67.8256 52.9402
## It. 77, RSS = 1.40345e-09, Par. = -0.00416985 0.0022435 -68.5111 53.9678
## It. 78, RSS = 1.40344e-09, Par. = -0.00423398 0.00225807 -69.1635 54.9799
## It. 79, RSS = 1.40343e-09, Par. = -0.00430508 0.00227432 -69.8871 56.0976
## It. 80, RSS = 1.40343e-09, Par. = -0.00437211 0.00228991 -70.5731 57.1433
## It. 81, RSS = 1.40342e-09, Par. = -0.00443878 0.00230488 -71.2417 58.1896
## It. 82, RSS = 1.40341e-09, Par. = -0.00451116 0.00232046 -71.9506 59.3332
## It. 83, RSS = 1.40341e-09, Par. = -0.00458119 0.00233541 -72.6312 60.4382
## It. 84, RSS = 1.4034e-09, Par. = -0.00464983 0.00234953 -73.2842 61.526
## It. 85, RSS = 1.4034e-09, Par. = -0.0047171 0.0023633 -73.9208 62.5902
## It. 86, RSS = 1.40339e-09, Par. = -0.00479091 0.00237822 -74.613 63.7577
## It. 87, RSS = 1.40339e-09, Par. = -0.00486149 0.00239255 -75.2741 64.8691
## It. 88, RSS = 1.40338e-09, Par. = -0.00493076 0.00240632 -75.9142 65.9612
## It. 89, RSS = 1.40338e-09, Par. = -0.00500532 0.00242101 -76.5985 67.1354
## It. 90, RSS = 1.40337e-09, Par. = -0.00507989 0.00243492 -77.262 68.3172
## It. 91, RSS = 1.40337e-09, Par. = -0.00515025 0.00244831 -77.8922 69.4247
## It. 92, RSS = 1.40336e-09, Par. = -0.00522046 0.00246142 -78.5134 70.5304
## It. 93, RSS = 1.40336e-09, Par. = -0.00528974 0.00247384 -79.1122 71.6255
## It. 94, RSS = 1.40335e-09, Par. = -0.00536635 0.0024875 -79.7708 72.8339
## It. 95, RSS = 1.40335e-09, Par. = -0.00544208 0.00250031 -80.4029 74.0333
## It. 96, RSS = 1.40335e-09, Par. = -0.00551399 0.00251296 -81.0126 75.1619
## It. 0, RSS = 4.47778e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.9316e-08, Par. = -0.00155755 0.000243739 -18.0341 57.9694
## It. 2, RSS = 1.57248e-08, Par. = -0.00164263 0.000266582 -18.5241 53.5724
## It. 3, RSS = 1.17315e-08, Par. = -0.00183078 0.000320713 -18.5058 48.3301
## It. 4, RSS = 1.01251e-08, Par. = -0.00229895 0.000426671 -17.8888 41.6716
## It. 5, RSS = 2.24267e-09, Par. = -0.00253359 0.000482411 -17.2616 40.3293
## It. 6, RSS = 1.66707e-09, Par. = -0.00248007 0.000593929 -19.4139 38.7231
## It. 7, RSS = 1.58102e-09, Par. = -0.0024696 0.000617893 -19.7945 38.3958
## It. 8, RSS = 1.57885e-09, Par. = -0.00245437 0.000624234 -19.9758 38.326
## It. 9, RSS = 1.5754e-09, Par. = -0.00242098 0.000635544 -20.3398 38.2083
## It. 10, RSS = 1.57313e-09, Par. = -0.00236149 0.000656747 -21.0175 37.9637
## It. 11, RSS = 1.56689e-09, Par. = -0.00230506 0.000679861 -21.7326 37.6402
## It. 12, RSS = 1.55929e-09, Par. = -0.00225866 0.000701177 -22.3709 37.2967
## It. 13, RSS = 1.55479e-09, Par. = -0.00221036 0.000724817 -23.0632 36.8804
## It. 14, RSS = 1.54871e-09, Par. = -0.00217 0.000746656 -23.6826 36.4528
## It. 15, RSS = 1.5448e-09, Par. = -0.00212788 0.00077072 -24.3489 35.9473
## It. 16, RSS = 1.53987e-09, Par. = -0.00209207 0.000793015 -24.9459 35.4386
## It. 17, RSS = 1.53648e-09, Par. = -0.00205457 0.000817424 -25.5831 34.8482
## It. 18, RSS = 1.53242e-09, Par. = -0.00202214 0.000840106 -26.1546 34.2613
## It. 19, RSS = 1.52963e-09, Par. = -0.00200606 0.00085232 -26.4497 33.9258
## It. 20, RSS = 1.52777e-09, Par. = -0.00197399 0.000875397 -27.0103 33.2848
## It. 21, RSS = 1.52488e-09, Par. = -0.00194242 0.000899817 -27.58 32.5673
## It. 22, RSS = 1.52196e-09, Par. = -0.0019142 0.000922656 -28.0921 31.8627
## It. 23, RSS = 1.51984e-09, Par. = -0.00189749 0.000936858 -28.3972 31.4047
## It. 24, RSS = 1.51838e-09, Par. = -0.00186469 0.000963706 -28.9719 30.5233
## It. 25, RSS = 1.51576e-09, Par. = -0.00183195 0.000992081 -29.547 29.5445
## It. 26, RSS = 1.51307e-09, Par. = -0.00180228 0.00101852 -30.0545 28.5903
## It. 27, RSS = 1.51119e-09, Par. = -0.0017862 0.00103341 -30.3227 28.031
## It. 28, RSS = 1.50986e-09, Par. = -0.00175408 0.00106159 -30.8297 26.9525
## It. 29, RSS = 1.50768e-09, Par. = -0.00172153 0.00109112 -31.3237 25.7743
## It. 30, RSS = 1.50551e-09, Par. = -0.00169127 0.00111875 -31.7529 24.6282
## It. 31, RSS = 1.50393e-09, Par. = -0.00167245 0.0011361 -32.0008 23.8823
## It. 32, RSS = 1.5028e-09, Par. = -0.0016352 0.00116889 -32.4607 22.4403
## It. 33, RSS = 1.50066e-09, Par. = -0.00159687 0.00120308 -32.8845 20.8753
## It. 34, RSS = 1.49855e-09, Par. = -0.00156062 0.00123494 -33.2294 19.3571
## It. 35, RSS = 1.49704e-09, Par. = -0.00153762 0.00125496 -33.4125 18.3693
## It. 36, RSS = 1.49591e-09, Par. = -0.00149191 0.00129261 -33.7393 16.4581
## It. 37, RSS = 1.49363e-09, Par. = -0.00144895 0.00132776 -33.9635 14.6027
## It. 38, RSS = 1.49203e-09, Par. = -0.00141661 0.0013534 -34.0735 13.1992
## It. 39, RSS = 1.49083e-09, Par. = -0.00135287 0.00140108 -34.2263 10.4958
## It. 40, RSS = 1.48777e-09, Par. = -0.00129228 0.0014451 -34.2078 7.88984
## It. 41, RSS = 1.48675e-09, Par. = -0.00117532 0.00152354 -33.9489 3.00332
## It. 42, RSS = 1.48279e-09, Par. = -0.00105025 0.00160118 -33.0982 -2.11747
## It. 43, RSS = 1.47907e-09, Par. = -0.00101554 0.00162331 -32.6104 -3.46695
## It. 44, RSS = 1.47721e-09, Par. = -0.000939209 0.00166088 -31.7773 -6.23223
## It. 45, RSS = 1.47702e-09, Par. = -0.000863444 0.0016967 -30.7473 -8.84918
## It. 46, RSS = 1.47289e-09, Par. = -0.000824139 0.00171465 -30.105 -10.1035
## It. 47, RSS = 1.47155e-09, Par. = -0.000799631 0.00172495 -29.6989 -10.8574
## It. 48, RSS = 1.47082e-09, Par. = -0.000751305 0.00174435 -28.8913 -12.3258
## It. 49, RSS = 1.46969e-09, Par. = -0.000703215 0.00176343 -28.0077 -13.6988
## It. 50, RSS = 1.46842e-09, Par. = -0.000655188 0.00178193 -27.0642 -14.9817
## It. 51, RSS = 1.4672e-09, Par. = -0.000607642 0.00179984 -26.0686 -16.1573
## It. 52, RSS = 1.46598e-09, Par. = -0.000561131 0.0018171 -25.0341 -17.2069
## It. 53, RSS = 1.46467e-09, Par. = -0.000516388 0.00183362 -23.9811 -18.1126
## It. 54, RSS = 1.46314e-09, Par. = -0.000474316 0.00184929 -22.9379 -18.8609
## It. 55, RSS = 1.45881e-09, Par. = -0.000453155 0.0018574 -22.3774 -19.1617
## It. 56, RSS = 1.45814e-09, Par. = -0.000444734 0.00186054 -22.1526 -19.2742
## It. 57, RSS = 1.45765e-09, Par. = -0.000428844 0.00186632 -21.734 -19.5001
## It. 58, RSS = 1.45719e-09, Par. = -0.00041843 0.00187023 -21.4517 -19.6309
## It. 59, RSS = 1.45677e-09, Par. = -0.00039965 0.00187741 -20.9424 -19.8667
## It. 60, RSS = 1.45628e-09, Par. = -0.000379274 0.00188571 -20.3752 -20.0911
## It. 61, RSS = 1.45574e-09, Par. = -0.000359301 0.00189454 -19.8066 -20.2834
## It. 62, RSS = 1.45529e-09, Par. = -0.000339818 0.00190432 -19.2419 -20.4516
## It. 63, RSS = 1.45496e-09, Par. = -0.000321154 0.00191621 -18.6938 -20.6104
## It. 64, RSS = 1.45471e-09, Par. = -0.000304787 0.00193403 -18.2176 -20.8129
## It. 65, RSS = 1.45422e-09, Par. = -0.000296086 0.00196103 -17.9921 -21.1212
## It. 66, RSS = 1.45396e-09, Par. = -0.000293746 0.00198614 -17.9635 -21.4198
## It. 67, RSS = 1.45386e-09, Par. = -0.000294825 0.00203373 -18.0896 -22.0192
## It. 68, RSS = 1.45373e-09, Par. = -0.000296919 0.00208361 -18.2494 -22.6411
## It. 69, RSS = 1.45362e-09, Par. = -0.00029857 0.00212216 -18.3718 -23.1143
## It. 70, RSS = 1.45356e-09, Par. = -0.000302139 0.00219575 -18.6185 -24.0176
## It. 71, RSS = 1.45343e-09, Par. = -0.00030551 0.002273 -18.8583 -24.939
## It. 72, RSS = 1.45326e-09, Par. = -0.000308328 0.00234407 -19.0644 -25.7657
## It. 73, RSS = 1.45316e-09, Par. = -0.000311313 0.0024216 -19.2826 -26.6524
## It. 74, RSS = 1.45301e-09, Par. = -0.000313855 0.00249334 -19.4723 -27.4527
## It. 75, RSS = 1.45292e-09, Par. = -0.000316538 0.00257111 -19.6723 -28.306
## It. 76, RSS = 1.45279e-09, Par. = -0.00031885 0.00264343 -19.8478 -29.0804
## It. 77, RSS = 1.45271e-09, Par. = -0.000321281 0.00272142 -20.0318 -29.9019
## It. 78, RSS = 1.4526e-09, Par. = -0.000323387 0.00279426 -20.1943 -30.651
## It. 79, RSS = 1.45253e-09, Par. = -0.000325596 0.00287244 -20.3642 -31.4423
## It. 80, RSS = 1.45243e-09, Par. = -0.000327529 0.00294576 -20.5153 -32.1674
## It. 81, RSS = 1.45237e-09, Par. = -0.000329541 0.00302411 -20.6723 -32.9298
## It. 82, RSS = 1.45228e-09, Par. = -0.000331312 0.00309781 -20.8127 -33.6309
## It. 83, RSS = 1.45222e-09, Par. = -0.000333151 0.00317631 -20.9582 -34.3659
## It. 84, RSS = 1.45215e-09, Par. = -0.000334781 0.0032504 -21.0891 -35.0447
## It. 85, RSS = 1.4521e-09, Par. = -0.00033647 0.00332903 -21.2244 -35.7538
## It. 86, RSS = 1.45203e-09, Par. = -0.000337975 0.00340346 -21.3466 -36.4109
## It. 87, RSS = 1.45198e-09, Par. = -0.000339534 0.0034822 -21.4728 -37.0957
## It. 88, RSS = 1.45192e-09, Par. = -0.000340927 0.00355692 -21.5872 -37.732
## It. 89, RSS = 1.45186e-09, Par. = -0.000342196 0.00362807 -21.6922 -38.3276
## It. 90, RSS = 1.45183e-09, Par. = -0.000343598 0.00370696 -21.807 -38.9796
## It. 91, RSS = 1.45178e-09, Par. = -0.000344854 0.00378208 -21.9113 -39.5876
## It. 92, RSS = 1.45173e-09, Par. = -0.00034601 0.00385384 -22.0079 -40.159
## It. 93, RSS = 1.4517e-09, Par. = -0.000347262 0.00393287 -22.112 -40.7799
## It. 94, RSS = 1.45166e-09, Par. = -0.000348397 0.00400835 -22.2074 -41.3614
## It. 95, RSS = 1.45161e-09, Par. = -0.000349441 0.00408063 -22.2958 -41.9093
## It. 96, RSS = 1.45159e-09, Par. = -0.000350578 0.00415977 -22.3912 -42.5019
## It. 97, RSS = 1.45155e-09, Par. = -0.000351611 0.00423559 -22.4789 -43.0589
## It. 0, RSS = 4.48635e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.91614e-08, Par. = -0.00161992 0.000243955 -18.9123 60.9636
## It. 2, RSS = 1.58324e-08, Par. = -0.00170855 0.000268224 -19.4589 56.4297
## It. 3, RSS = 1.21027e-08, Par. = -0.00190257 0.000324996 -19.4669 50.7196
## It. 4, RSS = 1.14052e-08, Par. = -0.00239003 0.000436322 -18.8244 43.5802
## It. 5, RSS = 2.68691e-09, Par. = -0.00263428 0.0004951 -18.1593 42.1619
## It. 6, RSS = 2.13482e-09, Par. = -0.00254616 0.000609169 -20.5125 40.5314
## It. 7, RSS = 2.09842e-09, Par. = -0.00254021 0.000633815 -20.9096 40.1398
## It. 8, RSS = 2.09488e-09, Par. = -0.00252072 0.000641888 -21.142 40.0421
## It. 9, RSS = 2.0897e-09, Par. = -0.00247834 0.000656246 -21.6092 39.8729
## It. 10, RSS = 2.08944e-09, Par. = -0.00240368 0.000683139 -22.4757 39.5168
## It. 11, RSS = 2.07347e-09, Par. = -0.00237125 0.000698026 -22.9293 39.2619
## It. 12, RSS = 2.07236e-09, Par. = -0.0023069 0.000725681 -23.7747 38.7925
## It. 13, RSS = 2.05976e-09, Par. = -0.00227857 0.000740841 -24.213 38.4827
## It. 14, RSS = 2.05803e-09, Par. = -0.002222 0.000769112 -25.0336 37.905
## It. 15, RSS = 2.04793e-09, Par. = -0.00219679 0.000784499 -25.4548 37.5425
## It. 16, RSS = 2.04582e-09, Par. = -0.00214618 0.000813299 -26.2465 36.8603
## It. 17, RSS = 2.03908e-09, Par. = -0.00209781 0.000844197 -27.0579 36.0549
## It. 18, RSS = 2.03137e-09, Par. = -0.00205667 0.000872729 -27.7726 35.2511
## It. 19, RSS = 2.02651e-09, Par. = -0.00201313 0.000904016 -28.5289 34.3167
## It. 20, RSS = 2.02029e-09, Par. = -0.00197527 0.000933007 -29.1954 33.3922
## It. 21, RSS = 2.01597e-09, Par. = -0.00193503 0.000964514 -29.8907 32.3348
## It. 22, RSS = 2.01086e-09, Par. = -0.00189922 0.000993827 -30.5023 31.2946
## It. 23, RSS = 2.0074e-09, Par. = -0.00188123 0.00100943 -30.8064 30.7131
## It. 24, RSS = 2.00493e-09, Par. = -0.00184466 0.00103907 -31.3862 29.588
## It. 25, RSS = 2.001e-09, Par. = -0.00181187 0.00106696 -31.8933 28.4774
## It. 26, RSS = 1.99815e-09, Par. = -0.00179001 0.00108593 -32.2149 27.692
## It. 27, RSS = 1.99614e-09, Par. = -0.00174681 0.00112189 -32.8132 26.1644
## It. 28, RSS = 1.99197e-09, Par. = -0.00170306 0.0011594 -33.3717 24.4907
## It. 29, RSS = 1.98785e-09, Par. = -0.00166213 0.00119432 -33.8332 22.8574
## It. 30, RSS = 1.98501e-09, Par. = -0.0016387 0.00121443 -34.0617 21.8783
## It. 31, RSS = 1.98282e-09, Par. = -0.00159126 0.0012525 -34.4835 19.9686
## It. 32, RSS = 1.97896e-09, Par. = -0.00154688 0.00128824 -34.799 18.0965
## It. 33, RSS = 1.97615e-09, Par. = -0.00151371 0.00131431 -34.9759 16.6762
## It. 34, RSS = 1.97404e-09, Par. = -0.00144753 0.00136335 -35.2589 13.904
## It. 35, RSS = 1.96864e-09, Par. = -0.00138472 0.00140892 -35.3594 11.1963
## It. 36, RSS = 1.96482e-09, Par. = -0.00132854 0.00144733 -35.3186 8.80104
## It. 37, RSS = 1.96125e-09, Par. = -0.00121611 0.00151809 -35.0566 4.1435
## It. 38, RSS = 1.95321e-09, Par. = -0.00110616 0.00158279 -34.3263 -0.362876
## It. 39, RSS = 1.94936e-09, Par. = -0.00103561 0.00162072 -33.5807 -3.09205
## It. 40, RSS = 1.9447e-09, Par. = -0.000960099 0.00165622 -32.7045 -5.83854
## It. 41, RSS = 1.94146e-09, Par. = -0.000928233 0.00167091 -32.2368 -6.93879
## It. 42, RSS = 1.93836e-09, Par. = -0.000861612 0.00169811 -31.3022 -9.18376
## It. 43, RSS = 1.93552e-09, Par. = -0.00079288 0.00172517 -30.1851 -11.3702
## It. 44, RSS = 1.93123e-09, Par. = -0.000729375 0.0017488 -29.0316 -13.2422
## It. 45, RSS = 1.92827e-09, Par. = -0.000662488 0.00177217 -27.714 -15.0637
## It. 46, RSS = 1.92325e-09, Par. = -0.000601207 0.0017927 -26.3878 -16.5562
## It. 47, RSS = 1.92136e-09, Par. = -0.000536693 0.00181323 -24.8937 -17.9511
## It. 48, RSS = 1.90709e-09, Par. = -0.000507961 0.00182271 -24.147 -18.4269
## It. 49, RSS = 1.90402e-09, Par. = -0.00048781 0.00182871 -23.6317 -18.7612
## It. 50, RSS = 1.90194e-09, Par. = -0.000447559 0.00184024 -22.5934 -19.4098
## It. 51, RSS = 1.89806e-09, Par. = -0.000406643 0.00185216 -21.4715 -19.9309
## It. 52, RSS = 1.89388e-09, Par. = -0.000364957 0.00186419 -20.2761 -20.3307
## It. 53, RSS = 1.88692e-09, Par. = -0.000328048 0.00187485 -19.1646 -20.5438
## It. 54, RSS = 1.88207e-09, Par. = -0.000291262 0.00188533 -18.0175 -20.6382
## It. 55, RSS = 1.8769e-09, Par. = -0.000255545 0.00189554 -16.8574 -20.5868
## It. 56, RSS = 1.87101e-09, Par. = -0.000221934 0.00190523 -15.7229 -20.3922
## It. 57, RSS = 1.86436e-09, Par. = -0.000191683 0.0019141 -14.6647 -20.0794
## It. 58, RSS = 1.86272e-09, Par. = -0.000160143 0.00192367 -13.5297 -19.6265
## It. 59, RSS = 1.85055e-09, Par. = -0.000146445 0.0019282 -13.0096 -19.3123
## It. 60, RSS = 1.84926e-09, Par. = -0.000140445 0.0019301 -12.7843 -19.1792
## It. 61, RSS = 1.84825e-09, Par. = -0.00012843 0.00193419 -12.3338 -18.927
## It. 62, RSS = 1.84749e-09, Par. = -0.00012373 0.00193596 -12.1525 -18.8059
## It. 63, RSS = 1.84698e-09, Par. = -0.000114345 0.00194039 -11.7953 -18.5888
## It. 64, RSS = 1.84662e-09, Par. = -0.000106452 0.00194854 -11.4936 -18.4186
## It. 65, RSS = 1.84641e-09, Par. = -0.000103528 0.0019815 -11.4044 -18.5849
## It. 66, RSS = 1.84622e-09, Par. = -0.000104071 0.00204403 -11.4735 -19.0831
## It. 67, RSS = 1.846e-09, Par. = -0.000105079 0.0021099 -11.5607 -19.6078
## It. 68, RSS = 1.84579e-09, Par. = -0.000106006 0.00217099 -11.6392 -20.0823
## It. 69, RSS = 1.84564e-09, Par. = -0.000106564 0.00221165 -11.6878 -20.3881
## It. 70, RSS = 1.84554e-09, Par. = -0.000107746 0.00228945 -11.7853 -20.9771
## It. 71, RSS = 1.84536e-09, Par. = -0.000108845 0.00237084 -11.8782 -21.5671
## It. 72, RSS = 1.84515e-09, Par. = -0.000109765 0.00244585 -11.9576 -22.0915
## It. 73, RSS = 1.845e-09, Par. = -0.000110732 0.00252736 -12.0407 -22.6485
## It. 74, RSS = 1.84482e-09, Par. = -0.000111555 0.0026029 -12.1125 -23.1471
## It. 75, RSS = 1.8447e-09, Par. = -0.000112415 0.0026845 -12.1873 -23.6739
## It. 76, RSS = 1.84454e-09, Par. = -0.000113154 0.00276051 -12.2525 -24.1487
## It. 77, RSS = 1.84443e-09, Par. = -0.000113923 0.00284221 -12.3201 -24.648
## It. 78, RSS = 1.8443e-09, Par. = -0.000114591 0.00291863 -12.3796 -25.1007
## It. 79, RSS = 1.84419e-09, Par. = -0.000115283 0.00300039 -12.441 -25.5749
## It. 80, RSS = 1.84408e-09, Par. = -0.00011589 0.00307718 -12.4955 -26.0073
## It. 81, RSS = 1.84399e-09, Par. = -0.000116516 0.00315901 -12.5516 -26.4587
## It. 82, RSS = 1.84388e-09, Par. = -0.000117068 0.00323612 -12.6015 -26.8721
## It. 83, RSS = 1.8438e-09, Par. = -0.000117637 0.00331801 -12.6529 -27.3025
## It. 84, RSS = 1.84371e-09, Par. = -0.000118141 0.00339541 -12.6989 -27.6984
## It. 85, RSS = 1.84364e-09, Par. = -0.000118661 0.00347734 -12.7462 -28.1096
## It. 86, RSS = 1.84356e-09, Par. = -0.000119125 0.003555 -12.7887 -28.4893
## It. 87, RSS = 1.84348e-09, Par. = -0.000119547 0.00362893 -12.8276 -28.8431
## It. 88, RSS = 1.84343e-09, Par. = -0.000119747 0.00366936 -12.847 -29.0302
## It. 89, RSS = 1.84339e-09, Par. = -0.000120202 0.00374824 -12.8879 -29.401
## It. 90, RSS = 1.84332e-09, Par. = -0.000120593 0.00382346 -12.9241 -29.7431
## It. 91, RSS = 1.84327e-09, Par. = -0.000120778 0.00386446 -12.9421 -29.9234
## It. 92, RSS = 1.84324e-09, Par. = -0.000121196 0.00394455 -12.98 -30.2811
## It. 93, RSS = 1.84318e-09, Par. = -0.000121558 0.00402107 -13.0136 -30.6121
## It. 94, RSS = 1.84313e-09, Par. = -0.000121727 0.00406267 -13.0302 -30.786
## It. 95, RSS = 1.8431e-09, Par. = -0.000122111 0.00414399 -13.0653 -31.1314
## It. 96, RSS = 1.84305e-09, Par. = -0.000122446 0.00422183 -13.0966 -31.452
## It. 0, RSS = 4.39492e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.9498e-08, Par. = -0.00171185 0.000232244 -17.9074 63.1707
## It. 2, RSS = 1.32666e-08, Par. = -0.00179978 0.000252746 -19.1656 57.9772
## It. 3, RSS = 9.7832e-09, Par. = -0.00198401 0.000314551 -19.2571 51.4768
## It. 4, RSS = 5.16155e-09, Par. = -0.0022233 0.000376068 -18.8857 47.7085
## It. 5, RSS = 3.09279e-09, Par. = -0.00242567 0.000420192 -18.5724 45.6491
## It. 6, RSS = 3.01917e-09, Par. = -0.00281705 0.000512657 -18.4159 42.1885
## It. 7, RSS = 1.58513e-09, Par. = -0.00263734 0.000546576 -19.4887 42.2177
## It. 8, RSS = 1.52175e-09, Par. = -0.00261805 0.000552843 -19.7262 42.1111
## It. 9, RSS = 1.51807e-09, Par. = -0.00256419 0.000564538 -20.1693 42.0015
## It. 10, RSS = 1.51347e-09, Par. = -0.00251692 0.000575682 -20.5871 41.8724
## It. 11, RSS = 1.50963e-09, Par. = -0.00247968 0.000585068 -20.933 41.7485
## It. 12, RSS = 1.50776e-09, Par. = -0.00241054 0.000602837 -21.5843 41.5001
## It. 13, RSS = 1.50203e-09, Par. = -0.002345 0.000622008 -22.2657 41.175
## It. 14, RSS = 1.49525e-09, Par. = -0.0022897 0.000639978 -22.8848 40.8258
## It. 15, RSS = 1.49097e-09, Par. = -0.00223295 0.000659658 -23.5477 40.4069
## It. 16, RSS = 1.48535e-09, Par. = -0.00218448 0.000678122 -24.1509 39.9711
## It. 17, RSS = 1.48157e-09, Par. = -0.00213463 0.000698239 -24.7925 39.4612
## It. 18, RSS = 1.47686e-09, Par. = -0.00209151 0.000717154 -25.3767 38.9415
## It. 19, RSS = 1.47351e-09, Par. = -0.00204705 0.000737659 -25.9937 38.344
## It. 20, RSS = 1.46952e-09, Par. = -0.00200809 0.000756981 -26.5557 37.743
## It. 21, RSS = 1.46653e-09, Par. = -0.00196783 0.000777822 -27.1452 37.0615
## It. 22, RSS = 1.46312e-09, Par. = -0.0019321 0.000797506 -27.682 36.3819
## It. 23, RSS = 1.46071e-09, Par. = -0.00191511 0.000807678 -27.947 36.0126
## It. 24, RSS = 1.459e-09, Par. = -0.00188091 0.000827079 -28.4558 35.3008
## It. 25, RSS = 1.45639e-09, Par. = -0.00185049 0.000845589 -28.9205 34.5895
## It. 26, RSS = 1.45446e-09, Par. = -0.00183155 0.000857716 -29.2126 34.1061
## It. 27, RSS = 1.45307e-09, Par. = -0.00179445 0.000880856 -29.7669 33.167
## It. 28, RSS = 1.45026e-09, Par. = -0.00176161 0.000902823 -30.2634 32.2346
## It. 29, RSS = 1.44832e-09, Par. = -0.00174498 0.000914633 -30.5145 31.715
## It. 30, RSS = 1.44691e-09, Par. = -0.00171155 0.000937174 -30.9952 30.7073
## It. 31, RSS = 1.44466e-09, Par. = -0.00168131 0.000958674 -31.4252 29.7107
## It. 32, RSS = 1.44301e-09, Par. = -0.0016625 0.000972519 -31.6853 29.0497
## It. 33, RSS = 1.44179e-09, Par. = -0.00162535 0.000998937 -32.1758 27.7632
## It. 34, RSS = 1.43937e-09, Par. = -0.00159169 0.00102404 -32.6016 26.4971
## It. 35, RSS = 1.43772e-09, Par. = -0.00157345 0.00103812 -32.8186 25.7659
## It. 36, RSS = 1.43646e-09, Par. = -0.00153681 0.00106498 -33.2291 24.3422
## It. 37, RSS = 1.43435e-09, Par. = -0.00150304 0.00109058 -33.5766 22.9436
## It. 38, RSS = 1.43282e-09, Par. = -0.00148109 0.00110745 -33.779 21.9979
## It. 39, RSS = 1.43166e-09, Par. = -0.00143757 0.00113953 -34.1492 20.1551
## It. 40, RSS = 1.42924e-09, Par. = -0.00139725 0.00116999 -34.433 18.3526
## It. 41, RSS = 1.4276e-09, Par. = -0.00137216 0.00118905 -34.5708 17.1954
## It. 42, RSS = 1.4263e-09, Par. = -0.00132199 0.00122513 -34.8093 14.9402
## It. 43, RSS = 1.42372e-09, Par. = -0.00127491 0.00125937 -34.9391 12.7411
## It. 44, RSS = 1.42178e-09, Par. = -0.00123432 0.00128822 -34.9764 10.8351
## It. 45, RSS = 1.42024e-09, Par. = -0.00115469 0.00134206 -34.947 7.1538
## It. 46, RSS = 1.41573e-09, Par. = -0.00107972 0.00139244 -34.6597 3.61919
## It. 47, RSS = 1.41211e-09, Par. = -0.000933801 0.00148256 -33.7479 -3.00751
## It. 48, RSS = 1.40945e-09, Par. = -0.000924197 0.00149559 -33.4103 -3.56746
## It. 49, RSS = 1.40802e-09, Par. = -0.00089026 0.00151366 -33.0118 -4.97729
## It. 50, RSS = 1.4065e-09, Par. = -0.000823289 0.00154842 -32.1494 -7.71092
## It. 51, RSS = 1.40573e-09, Par. = -0.000756471 0.00158253 -31.0978 -10.3079
## It. 52, RSS = 1.40132e-09, Par. = -0.000722069 0.00159994 -30.4517 -11.5432
## It. 53, RSS = 1.39978e-09, Par. = -0.000698335 0.00161099 -30.0017 -12.3654
## It. 54, RSS = 1.39891e-09, Par. = -0.000650902 0.00163212 -29.0871 -13.9785
## It. 55, RSS = 1.3975e-09, Par. = -0.000603261 0.00165325 -28.0693 -15.4815
## It. 56, RSS = 1.39594e-09, Par. = -0.000554899 0.00167405 -26.9573 -16.883
## It. 57, RSS = 1.3933e-09, Par. = -0.000510543 0.00169269 -25.8587 -18.0362
## It. 58, RSS = 1.39167e-09, Par. = -0.000465822 0.00171091 -24.6864 -19.0733
## It. 59, RSS = 1.39024e-09, Par. = -0.000421286 0.00172873 -23.4455 -19.9578
## It. 60, RSS = 1.38307e-09, Par. = -0.000401 0.00173708 -22.8303 -20.252
## It. 61, RSS = 1.38177e-09, Par. = -0.000387301 0.0017423 -22.4193 -20.4522
## It. 62, RSS = 1.38095e-09, Par. = -0.000360953 0.00175213 -21.6243 -20.8268
## It. 63, RSS = 1.37924e-09, Par. = -0.000335486 0.00176181 -20.8204 -21.105
## It. 64, RSS = 1.37748e-09, Par. = -0.000310951 0.00177112 -20.0222 -21.3072
## It. 65, RSS = 1.37573e-09, Par. = -0.00028769 0.00177996 -19.2429 -21.4345
## It. 66, RSS = 1.37468e-09, Par. = -0.000262641 0.00178959 -18.3819 -21.5066
## It. 67, RSS = 1.37271e-09, Par. = -0.00024042 0.00179839 -17.5921 -21.49
## It. 68, RSS = 1.37214e-09, Par. = -0.000216561 0.00180832 -16.726 -21.4122
## It. 69, RSS = 1.36926e-09, Par. = -0.000205856 0.00181309 -16.3194 -21.3142
## It. 70, RSS = 1.36885e-09, Par. = -0.000200029 0.00181564 -16.0998 -21.2645
## It. 71, RSS = 1.36854e-09, Par. = -0.000188433 0.00182124 -15.6636 -21.1752
## It. 72, RSS = 1.36818e-09, Par. = -0.000177204 0.00182795 -15.2345 -21.0711
## It. 73, RSS = 1.36797e-09, Par. = -0.000166767 0.0018384 -14.8363 -20.9991
## It. 74, RSS = 1.36772e-09, Par. = -0.000161089 0.00185668 -14.6325 -21.0806
## It. 75, RSS = 1.36759e-09, Par. = -0.00016017 0.0018971 -14.6478 -21.4933
## It. 76, RSS = 1.36747e-09, Par. = -0.000160777 0.00193527 -14.7195 -21.9055
## It. 77, RSS = 1.36743e-09, Par. = -0.000162752 0.00200788 -14.8885 -22.7042
## It. 78, RSS = 1.36723e-09, Par. = -0.000163581 0.00204611 -14.9647 -23.1011
## It. 79, RSS = 1.3672e-09, Par. = -0.000165437 0.0021191 -15.1231 -23.8718
## It. 80, RSS = 1.36702e-09, Par. = -0.000166202 0.00215739 -15.1938 -24.2534
## It. 81, RSS = 1.367e-09, Par. = -0.000167897 0.00223071 -15.3402 -24.996
## It. 82, RSS = 1.36684e-09, Par. = -0.000168592 0.00226908 -15.4055 -25.3628
## It. 83, RSS = 1.36682e-09, Par. = -0.000170148 0.00234273 -15.5413 -26.079
## It. 84, RSS = 1.36668e-09, Par. = -0.000170784 0.00238115 -15.6018 -26.4319
## It. 85, RSS = 1.36665e-09, Par. = -0.000172211 0.00245508 -15.7279 -27.1226
## It. 86, RSS = 1.36653e-09, Par. = -0.000172795 0.00249356 -15.784 -27.4625
## It. 87, RSS = 1.36651e-09, Par. = -0.000174109 0.00256771 -15.9013 -28.129
## It. 88, RSS = 1.3664e-09, Par. = -0.000174646 0.00260624 -15.9535 -28.4566
## It. 89, RSS = 1.36638e-09, Par. = -0.000175861 0.00268061 -16.0631 -29.1003
## It. 90, RSS = 1.36628e-09, Par. = -0.000176299 0.00271548 -16.1065 -29.3851
## It. 91, RSS = 1.36625e-09, Par. = -0.000177319 0.00278313 -16.1994 -29.9501
## It. 92, RSS = 1.36618e-09, Par. = -0.000178191 0.00284706 -16.281 -30.4669
## It. 93, RSS = 1.36613e-09, Par. = -0.000179112 0.00291685 -16.3672 -31.0212
## It. 94, RSS = 1.36607e-09, Par. = -0.000179924 0.00298285 -16.4444 -31.5324
## It. 95, RSS = 1.36602e-09, Par. = -0.000180765 0.00305271 -16.524 -32.0644
## It. 96, RSS = 1.36596e-09, Par. = -0.000181514 0.00311897 -16.5958 -32.5571
## It. 97, RSS = 1.36591e-09, Par. = -0.000182202 0.00318209 -16.662 -33.0178
## It. 0, RSS = 4.47052e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.86063e-08, Par. = -0.00176424 0.000232433 -18.748 65.7254
## It. 2, RSS = 1.31231e-08, Par. = -0.00185509 0.000254619 -20.0156 60.4729
## It. 3, RSS = 9.96175e-09, Par. = -0.00204428 0.000318247 -20.1299 53.5938
## It. 4, RSS = 5.26226e-09, Par. = -0.0022903 0.000381766 -19.7399 49.653
## It. 5, RSS = 3.30561e-09, Par. = -0.00248249 0.000424045 -19.4335 47.6645
## It. 6, RSS = 2.67694e-09, Par. = -0.00288261 0.00050825 -19.0542 44.2034
## It. 7, RSS = 2.29852e-09, Par. = -0.00259178 0.000577186 -21.2603 43.9517
## It. 8, RSS = 2.09414e-09, Par. = -0.00237709 0.000637176 -23.4808 42.999
## It. 9, RSS = 1.90597e-09, Par. = -0.00221076 0.000700083 -25.5992 41.5474
## It. 10, RSS = 1.79988e-09, Par. = -0.00207272 0.000765025 -27.596 39.6536
## It. 11, RSS = 1.7284e-09, Par. = -0.00195359 0.000831542 -29.4507 37.3413
## It. 12, RSS = 1.67812e-09, Par. = -0.00184717 0.000899273 -31.141 34.639
## It. 13, RSS = 1.64209e-09, Par. = -0.00174896 0.000967814 -32.6443 31.5758
## It. 14, RSS = 1.61557e-09, Par. = -0.00165575 0.00103671 -33.9381 28.1837
## It. 15, RSS = 1.59551e-09, Par. = -0.00156524 0.00110546 -34.9997 24.5001
## It. 16, RSS = 1.57995e-09, Par. = -0.00147583 0.0011735 -35.8071 20.5697
## It. 17, RSS = 1.5649e-09, Par. = -0.00139463 0.0012346 -36.2896 16.7993
## It. 18, RSS = 1.55934e-09, Par. = -0.001304 0.00129934 -36.5673 12.5597
## It. 19, RSS = 1.55044e-09, Par. = -0.00121822 0.00135875 -36.5346 8.46464
## It. 20, RSS = 1.54609e-09, Par. = -0.00116104 0.00139711 -36.3133 5.7324
## It. 21, RSS = 1.54113e-09, Par. = -0.00104378 0.00146759 -35.7203 0.398142
## It. 22, RSS = 1.53794e-09, Par. = -0.000970294 0.00151247 -34.9387 -2.95497
## It. 23, RSS = 1.53311e-09, Par. = -0.000891755 0.00155456 -33.9909 -6.2774
## It. 24, RSS = 1.53077e-09, Par. = -0.000811071 0.00159534 -32.8013 -9.52265
## It. 25, RSS = 1.52709e-09, Par. = -0.000739049 0.00162987 -31.5336 -12.216
## It. 26, RSS = 1.52572e-09, Par. = -0.000663352 0.00166373 -30.0399 -14.8265
## It. 27, RSS = 1.51365e-09, Par. = -0.000629714 0.00167903 -29.2476 -15.8304
## It. 28, RSS = 1.51094e-09, Par. = -0.000607707 0.001688 -28.7381 -16.4702
## It. 29, RSS = 1.50904e-09, Par. = -0.000563044 0.00170532 -27.6948 -17.7476
## It. 30, RSS = 1.50607e-09, Par. = -0.000517272 0.00172304 -26.5338 -18.916
## It. 31, RSS = 1.50134e-09, Par. = -0.000475636 0.00173878 -25.4074 -19.8445
## It. 32, RSS = 1.49783e-09, Par. = -0.000432424 0.00175454 -24.1809 -20.6839
## It. 33, RSS = 1.49249e-09, Par. = -0.000392806 0.00176873 -22.9889 -21.304
## It. 34, RSS = 1.48877e-09, Par. = -0.000351946 0.00178291 -21.7046 -21.804
## It. 35, RSS = 1.48258e-09, Par. = -0.000314523 0.0017957 -20.4646 -22.0944
## It. 36, RSS = 1.47844e-09, Par. = -0.000276491 0.00180832 -19.1532 -22.2356
## It. 37, RSS = 1.47423e-09, Par. = -0.000238561 0.0018207 -17.7842 -22.1852
## It. 38, RSS = 1.46932e-09, Par. = -0.000201619 0.00183255 -16.3904 -21.9262
## It. 39, RSS = 1.46269e-09, Par. = -0.000167015 0.0018435 -15.028 -21.4662
## It. 40, RSS = 1.45362e-09, Par. = -0.000136471 0.00185309 -13.7779 -20.8576
## It. 41, RSS = 1.45061e-09, Par. = -0.000106546 0.00186265 -12.5154 -20.0863
## It. 42, RSS = 1.4346e-09, Par. = -9.25452e-05 0.00186746 -11.8956 -19.5762
## It. 43, RSS = 1.43314e-09, Par. = -8.88989e-05 0.00186868 -11.735 -19.4362
## It. 44, RSS = 1.43242e-09, Par. = -8.14988e-05 0.00187126 -11.4108 -19.1837
## It. 45, RSS = 1.43194e-09, Par. = -7.66396e-05 0.00187316 -11.1949 -19.0031
## It. 46, RSS = 1.4318e-09, Par. = -6.72088e-05 0.00188264 -10.7803 -18.6976
## It. 47, RSS = 1.43138e-09, Par. = -6.49655e-05 0.00190305 -10.6904 -18.7427
## It. 48, RSS = 1.43128e-09, Par. = -6.5091e-05 0.00194214 -10.7219 -19.0393
## It. 49, RSS = 1.43121e-09, Par. = -6.60555e-05 0.00201652 -10.8133 -19.6282
## It. 50, RSS = 1.43105e-09, Par. = -6.69973e-05 0.00209466 -10.9024 -20.2202
## It. 51, RSS = 1.43086e-09, Par. = -6.77848e-05 0.00216611 -10.9778 -20.7407
## It. 52, RSS = 1.43073e-09, Par. = -6.86122e-05 0.00224434 -11.0569 -21.2966
## It. 53, RSS = 1.43057e-09, Par. = -6.93094e-05 0.00231637 -11.1245 -21.7891
## It. 54, RSS = 1.43047e-09, Par. = -7.00374e-05 0.00239469 -11.195 -22.3116
## It. 55, RSS = 1.43033e-09, Par. = -7.06594e-05 0.00246721 -11.2559 -22.7783
## It. 56, RSS = 1.43024e-09, Par. = -7.13044e-05 0.00254561 -11.3191 -23.2709
## It. 57, RSS = 1.43012e-09, Par. = -7.18612e-05 0.00261858 -11.3741 -23.7141
## It. 58, RSS = 1.43004e-09, Par. = -7.24374e-05 0.00269704 -11.4311 -24.1797
## It. 59, RSS = 1.42994e-09, Par. = -7.29382e-05 0.00277038 -11.4811 -24.601
## It. 60, RSS = 1.42987e-09, Par. = -7.34559e-05 0.00284889 -11.5326 -25.0422
## It. 61, RSS = 1.42978e-09, Par. = -7.39092e-05 0.00292258 -11.5782 -25.4437
## It. 62, RSS = 1.42971e-09, Par. = -7.43762e-05 0.00300114 -11.6251 -25.8626
## It. 63, RSS = 1.42963e-09, Par. = -7.4788e-05 0.00307514 -11.6669 -26.2458
## It. 64, RSS = 1.42957e-09, Par. = -7.52111e-05 0.00315374 -11.7097 -26.6444
## It. 65, RSS = 1.42951e-09, Par. = -7.55881e-05 0.00322802 -11.7481 -27.0108
## It. 66, RSS = 1.42945e-09, Par. = -7.59736e-05 0.00330665 -11.7873 -27.3908
## It. 67, RSS = 1.42939e-09, Par. = -7.6318e-05 0.00338117 -11.8227 -27.7414
## It. 68, RSS = 1.42934e-09, Par. = -7.66318e-05 0.00345208 -11.855 -28.068
## It. 69, RSS = 1.42929e-09, Par. = -7.69726e-05 0.00353075 -11.8899 -28.424
## It. 70, RSS = 1.42924e-09, Par. = -7.72779e-05 0.00360559 -11.9215 -28.7539
## It. 71, RSS = 1.4292e-09, Par. = -7.75573e-05 0.00367702 -11.9504 -29.0624
## It. 72, RSS = 1.42916e-09, Par. = -7.76907e-05 0.00371553 -11.9648 -29.2234
## It. 73, RSS = 1.42914e-09, Par. = -7.79844e-05 0.00379081 -11.9948 -29.5424
## It. 74, RSS = 1.42909e-09, Par. = -7.82418e-05 0.00386281 -12.0215 -29.8381
## It. 75, RSS = 1.42906e-09, Par. = -7.83667e-05 0.00390244 -12.035 -29.9958
## It. 76, RSS = 1.42904e-09, Par. = -7.86423e-05 0.00397994 -12.0633 -30.3083
## It. 77, RSS = 1.429e-09, Par. = -7.88832e-05 0.00405414 -12.0884 -30.5983
## It. 78, RSS = 1.42897e-09, Par. = -7.8997e-05 0.00409402 -12.1009 -30.7493
## It. 79, RSS = 1.42895e-09, Par. = -7.92495e-05 0.00417212 -12.1269 -31.0491
## It. 80, RSS = 1.42891e-09, Par. = -7.94707e-05 0.00424703 -12.1501 -31.3281
## It. 81, RSS = 1.42889e-09, Par. = -7.95788e-05 0.00428803 -12.1619 -31.4763
## It. 82, RSS = 1.42887e-09, Par. = -7.98157e-05 0.00436834 -12.1865 -31.7702
## It. 83, RSS = 1.42884e-09, Par. = -8.00248e-05 0.00444544 -12.2085 -32.0442
## It. 84, RSS = 1.42881e-09, Par. = -8.01238e-05 0.00448675 -12.2194 -32.1866
## It. 85, RSS = 1.42879e-09, Par. = -8.03412e-05 0.00456771 -12.2421 -32.4692
## It. 86, RSS = 1.42876e-09, Par. = -8.05347e-05 0.00464556 -12.2626 -32.7336
## It. 87, RSS = 1.42874e-09, Par. = -8.06283e-05 0.00468801 -12.2729 -32.8735
## It. 88, RSS = 1.42872e-09, Par. = -8.08346e-05 0.00477124 -12.2944 -33.1513
## It. 89, RSS = 1.42869e-09, Par. = -8.10166e-05 0.00485135 -12.3138 -33.4113
## It. 90, RSS = 1.42867e-09, Par. = -8.11029e-05 0.00489415 -12.3234 -33.5461
## It. 91, RSS = 1.42866e-09, Par. = -8.12942e-05 0.00497812 -12.3434 -33.8142
## It. 92, RSS = 1.42863e-09, Par. = -8.14643e-05 0.00505907 -12.3616 -34.0656
## It. 93, RSS = 1.42861e-09, Par. = -8.15457e-05 0.00510302 -12.3707 -34.1983
## It. 94, RSS = 1.4286e-09, Par. = -8.17259e-05 0.0051893 -12.3896 -34.4619
## It. 95, RSS = 1.42857e-09, Par. = -8.1887e-05 0.00527252 -12.4069 -34.7096
## It. 96, RSS = 1.42855e-09, Par. = -8.19628e-05 0.00531684 -12.4154 -34.8377
## It. 97, RSS = 1.42854e-09, Par. = -8.21317e-05 0.0054039 -12.4332 -35.0927
## It. 0, RSS = 4.48533e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.88116e-08, Par. = -0.0017637 0.000225871 -17.9813 65.3762
## It. 2, RSS = 1.21461e-08, Par. = -0.00185065 0.000246062 -19.5584 60.0802
## It. 3, RSS = 9.14939e-09, Par. = -0.00203256 0.000310624 -19.7005 52.9867
## It. 4, RSS = 4.56286e-09, Par. = -0.00227616 0.000374907 -19.3233 48.9693
## It. 5, RSS = 3.1887e-09, Par. = -0.0023936 0.000402584 -19.1061 47.7517
## It. 6, RSS = 2.19634e-09, Par. = -0.00265509 0.000455119 -18.8106 45.3147
## It. 7, RSS = 2.08875e-09, Par. = -0.00243935 0.000552856 -21.605 44.3885
## It. 8, RSS = 1.77613e-09, Par. = -0.0023422 0.000598029 -23.0657 43.5548
## It. 9, RSS = 1.7436e-09, Par. = -0.00233 0.000607521 -23.3402 43.3313
## It. 10, RSS = 1.74102e-09, Par. = -0.00228261 0.0006228 -23.9063 43.0574
## It. 11, RSS = 1.73717e-09, Par. = -0.0022354 0.000639157 -24.5072 42.7257
## It. 12, RSS = 1.73299e-09, Par. = -0.00219414 0.000654658 -25.0625 42.3788
## It. 13, RSS = 1.72998e-09, Par. = -0.00217302 0.000663381 -25.3656 42.1648
## It. 14, RSS = 1.7278e-09, Par. = -0.00213126 0.000680015 -25.9462 41.7548
## It. 15, RSS = 1.72423e-09, Par. = -0.00209516 0.000695857 -26.4823 41.3279
## It. 16, RSS = 1.72165e-09, Par. = -0.00207491 0.000705486 -26.798 41.0505
## It. 17, RSS = 1.71977e-09, Par. = -0.00203516 0.000723869 -27.4016 40.5138
## It. 18, RSS = 1.7164e-09, Par. = -0.00200073 0.000741343 -27.9551 39.9644
## It. 19, RSS = 1.71402e-09, Par. = -0.00198266 0.00075128 -28.2583 39.6333
## It. 20, RSS = 1.71227e-09, Par. = -0.00194675 0.000770268 -28.8396 38.9935
## It. 21, RSS = 1.70937e-09, Par. = -0.00191525 0.00078834 -29.3715 38.347
## It. 22, RSS = 1.70729e-09, Par. = -0.00189749 0.000799213 -29.6793 37.9394
## It. 23, RSS = 1.70574e-09, Par. = -0.00186236 0.000820001 -30.2676 37.1481
## It. 24, RSS = 1.703e-09, Par. = -0.00183137 0.000839762 -30.8014 36.3555
## It. 25, RSS = 1.70107e-09, Par. = -0.00181463 0.000851096 -31.0933 35.8815
## It. 26, RSS = 1.69963e-09, Par. = -0.00178124 0.000872775 -31.6522 34.9606
## It. 27, RSS = 1.6972e-09, Par. = -0.00175138 0.000893407 -32.1563 34.0442
## It. 28, RSS = 1.69546e-09, Par. = -0.00173427 0.000905789 -32.443 33.474
## It. 29, RSS = 1.69415e-09, Par. = -0.00170021 0.000929477 -32.9895 32.3633
## It. 30, RSS = 1.69182e-09, Par. = -0.00166949 0.000951999 -33.4751 31.2633
## It. 31, RSS = 1.69018e-09, Par. = -0.0016523 0.000965091 -33.7385 30.6021
## It. 32, RSS = 1.68893e-09, Par. = -0.00161788 0.000990135 -34.2398 29.3127
## It. 33, RSS = 1.68677e-09, Par. = -0.00158641 0.00101397 -34.6773 28.04
## It. 34, RSS = 1.68524e-09, Par. = -0.00156771 0.00102847 -34.921 27.2412
## It. 35, RSS = 1.68405e-09, Par. = -0.00153034 0.00105619 -35.3796 25.6808
## It. 36, RSS = 1.68188e-09, Par. = -0.00149582 0.00108254 -35.7641 24.1449
## It. 37, RSS = 1.68036e-09, Par. = -0.00147519 0.00109849 -35.9674 23.1869
## It. 38, RSS = 1.67916e-09, Par. = -0.00143379 0.00112893 -36.3434 21.3128
## It. 39, RSS = 1.67695e-09, Par. = -0.00139507 0.00115786 -36.6324 19.4718
## It. 40, RSS = 1.67539e-09, Par. = -0.00136939 0.00117698 -36.7812 18.2193
## It. 41, RSS = 1.67414e-09, Par. = -0.001318 0.00121328 -37.0349 15.7677
## It. 42, RSS = 1.67147e-09, Par. = -0.00126942 0.00124766 -37.163 13.3666
## It. 43, RSS = 1.66955e-09, Par. = -0.00123045 0.00127448 -37.1829 11.4313
## It. 44, RSS = 1.66791e-09, Par. = -0.00115282 0.0013248 -37.123 7.65594
## It. 45, RSS = 1.66363e-09, Par. = -0.0010785 0.00137199 -36.7946 3.99005
## It. 46, RSS = 1.65973e-09, Par. = -0.000930903 0.00145736 -35.7646 -3.0159
## It. 47, RSS = 1.65722e-09, Par. = -0.000921975 0.00146878 -35.4063 -3.5585
## It. 48, RSS = 1.65585e-09, Par. = -0.000890165 0.00148438 -34.9976 -4.93879
## It. 49, RSS = 1.65397e-09, Par. = -0.000826488 0.00151458 -34.1131 -7.65333
## It. 50, RSS = 1.65258e-09, Par. = -0.000761902 0.00154441 -33.033 -10.2821
## It. 51, RSS = 1.6513e-09, Par. = -0.00069496 0.00157359 -31.76 -12.8354
## It. 52, RSS = 1.64583e-09, Par. = -0.000665628 0.00158644 -31.0978 -13.8449
## It. 53, RSS = 1.64421e-09, Par. = -0.00063922 0.0015968 -30.5162 -14.7382
## It. 54, RSS = 1.64408e-09, Par. = -0.000586118 0.00161687 -29.3118 -16.4822
## It. 55, RSS = 1.63979e-09, Par. = -0.00055866 0.0016276 -28.5999 -17.2711
## It. 56, RSS = 1.63823e-09, Par. = -0.000540049 0.00163436 -28.1164 -17.788
## It. 57, RSS = 1.63711e-09, Par. = -0.000502644 0.00164741 -27.1367 -18.8078
## It. 58, RSS = 1.63518e-09, Par. = -0.000464592 0.00166071 -26.0698 -19.7286
## It. 59, RSS = 1.6331e-09, Par. = -0.000425595 0.00167404 -24.92 -20.5578
## It. 60, RSS = 1.62966e-09, Par. = -0.000391002 0.00168569 -23.8432 -21.1718
## It. 61, RSS = 1.62735e-09, Par. = -0.00035579 0.00169724 -22.7045 -21.6929
## It. 62, RSS = 1.62508e-09, Par. = -0.00032038 0.00170871 -21.5067 -22.0862
## It. 63, RSS = 1.62272e-09, Par. = -0.000285197 0.00171998 -20.2631 -22.3313
## It. 64, RSS = 1.61826e-09, Par. = -0.000254073 0.00172991 -19.1124 -22.3986
## It. 65, RSS = 1.61523e-09, Par. = -0.000224198 0.00173931 -17.9707 -22.3403
## It. 66, RSS = 1.61186e-09, Par. = -0.000196531 0.00174804 -16.8745 -22.1536
## It. 67, RSS = 1.61079e-09, Par. = -0.000168025 0.00175714 -15.7106 -21.8332
## It. 68, RSS = 1.60317e-09, Par. = -0.00015487 0.00176156 -15.1454 -21.5721
## It. 69, RSS = 1.60224e-09, Par. = -0.000149303 0.00176335 -14.9074 -21.4611
## It. 70, RSS = 1.6015e-09, Par. = -0.000138123 0.00176697 -14.4313 -21.2539
## It. 71, RSS = 1.60087e-09, Par. = -0.000132843 0.00176876 -14.2006 -21.1313
## It. 72, RSS = 1.60037e-09, Par. = -0.000122233 0.00177259 -13.7402 -20.8995
## It. 73, RSS = 1.59987e-09, Par. = -0.000111912 0.00177715 -13.285 -20.6455
## It. 74, RSS = 1.59962e-09, Par. = -0.000102127 0.00178582 -12.8528 -20.4224
## It. 75, RSS = 1.59931e-09, Par. = -9.85512e-05 0.00180548 -12.7082 -20.4828
## It. 76, RSS = 1.59921e-09, Par. = -9.84992e-05 0.0018426 -12.7418 -20.8316
## It. 77, RSS = 1.59917e-09, Par. = -9.97815e-05 0.00191311 -12.8675 -21.5356
## It. 78, RSS = 1.59899e-09, Par. = -0.000100345 0.00195019 -12.9251 -21.8837
## It. 79, RSS = 1.59896e-09, Par. = -0.000101606 0.00202101 -13.045 -22.5619
## It. 80, RSS = 1.5988e-09, Par. = -0.00010213 0.00205814 -13.0984 -22.8953
## It. 81, RSS = 1.59878e-09, Par. = -0.000103277 0.00212922 -13.2086 -23.5451
## It. 82, RSS = 1.59864e-09, Par. = -0.000103752 0.0021664 -13.2576 -23.8642
## It. 83, RSS = 1.59862e-09, Par. = -0.000104798 0.00223776 -13.3592 -24.4878
## It. 84, RSS = 1.59849e-09, Par. = -0.000105231 0.00227497 -13.4044 -24.7934
## It. 85, RSS = 1.59847e-09, Par. = -0.000106189 0.00234658 -13.4982 -25.3924
## It. 86, RSS = 1.59836e-09, Par. = -0.000106586 0.00238383 -13.54 -25.6856
## It. 87, RSS = 1.59834e-09, Par. = -0.000107465 0.00245565 -13.6269 -26.2614
## It. 88, RSS = 1.59825e-09, Par. = -0.00010783 0.00249293 -13.6657 -26.5431
## It. 89, RSS = 1.59823e-09, Par. = -0.00010864 0.00256494 -13.7464 -27.0972
## It. 90, RSS = 1.59815e-09, Par. = -0.000109316 0.00263234 -13.8156 -27.5955
## It. 91, RSS = 1.5981e-09, Par. = -0.000110037 0.00270695 -13.8895 -28.1358
## It. 92, RSS = 1.59803e-09, Par. = -0.000110667 0.00277695 -13.9548 -28.6276
## It. 93, RSS = 1.59798e-09, Par. = -0.000111316 0.00285163 -14.022 -29.1413
## It. 94, RSS = 1.59792e-09, Par. = -0.000111889 0.00292194 -14.0819 -29.6117
## It. 95, RSS = 1.59787e-09, Par. = -0.000112479 0.00299666 -14.1435 -30.1018
## It. 96, RSS = 1.59781e-09, Par. = -0.000113001 0.00306724 -14.1986 -30.5521
## It. 0, RSS = 4.45388e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.86236e-08, Par. = -0.00186128 0.000225418 -18.7812 69.2247
## It. 2, RSS = 1.19125e-08, Par. = -0.0019502 0.000246724 -20.6067 63.7575
## It. 3, RSS = 9.31925e-09, Par. = -0.00213611 0.000315142 -20.7988 55.9537
## It. 4, RSS = 4.46151e-09, Par. = -0.00238987 0.000383395 -20.4052 51.6173
## It. 5, RSS = 3.05186e-09, Par. = -0.0025162 0.000413413 -20.1742 50.2701
## It. 6, RSS = 2.23559e-09, Par. = -0.00279523 0.000470759 -19.8837 47.5963
## It. 7, RSS = 1.87187e-09, Par. = -0.00289055 0.000496624 -19.8178 46.8638
## It. 8, RSS = 1.85802e-09, Par. = -0.0028725 0.000509852 -20.1257 46.6976
## It. 9, RSS = 1.85628e-09, Par. = -0.00277142 0.000527821 -20.9002 46.6618
## It. 10, RSS = 1.84351e-09, Par. = -0.00272889 0.000536393 -21.265 46.5754
## It. 11, RSS = 1.8403e-09, Par. = -0.00264364 0.000552534 -21.9571 46.4315
## It. 12, RSS = 1.83236e-09, Par. = -0.00256369 0.000569785 -22.6781 46.2132
## It. 13, RSS = 1.8235e-09, Par. = -0.00249585 0.000586124 -23.3419 45.957
## It. 14, RSS = 1.8173e-09, Par. = -0.00242724 0.000603891 -24.0489 45.6382
## It. 15, RSS = 1.8098e-09, Par. = -0.00236839 0.000620719 -24.7005 45.2889
## It. 16, RSS = 1.80428e-09, Par. = -0.00230873 0.000638937 -25.3905 44.8721
## It. 17, RSS = 1.79786e-09, Par. = -0.00225698 0.000656219 -26.0266 44.4321
## It. 18, RSS = 1.79292e-09, Par. = -0.00220439 0.000674847 -26.6963 43.9204
## It. 19, RSS = 1.78737e-09, Par. = -0.00215825 0.000692546 -27.3136 43.3922
## It. 20, RSS = 1.78345e-09, Par. = -0.00213676 0.000701706 -27.6205 43.0965
## It. 21, RSS = 1.78058e-09, Par. = -0.00209336 0.000719232 -28.2128 42.5287
## It. 22, RSS = 1.77629e-09, Par. = -0.00205529 0.000736038 -28.761 41.9447
## It. 23, RSS = 1.77309e-09, Par. = -0.00203212 0.000747013 -29.1065 41.5427
## It. 24, RSS = 1.77074e-09, Par. = -0.00198669 0.000768052 -29.7675 40.7579
## It. 25, RSS = 1.7661e-09, Par. = -0.00194718 0.000788133 -30.3698 39.9591
## It. 26, RSS = 1.76291e-09, Par. = -0.00192792 0.000798803 -30.6739 39.5126
## It. 27, RSS = 1.76052e-09, Par. = -0.00188899 0.00081925 -31.2606 38.6464
## It. 28, RSS = 1.75685e-09, Par. = -0.00185435 0.000838845 -31.7962 37.7745
## It. 29, RSS = 1.75414e-09, Par. = -0.00183331 0.000851437 -32.1242 37.1924
## It. 30, RSS = 1.75211e-09, Par. = -0.00179168 0.000875591 -32.7502 36.0538
## It. 31, RSS = 1.74817e-09, Par. = -0.00175472 0.000898651 -33.3102 34.9153
## It. 32, RSS = 1.74547e-09, Par. = -0.00173581 0.000911212 -33.5946 34.2721
## It. 33, RSS = 1.7434e-09, Par. = -0.00169755 0.000935289 -34.1412 33.0166
## It. 34, RSS = 1.7401e-09, Par. = -0.00166288 0.000958357 -34.6267 31.7674
## It. 35, RSS = 1.73769e-09, Par. = -0.00164137 0.000973213 -34.9166 30.9381
## It. 36, RSS = 1.73584e-09, Par. = -0.00159851 0.00100169 -35.4642 29.3126
## It. 37, RSS = 1.73222e-09, Par. = -0.00155959 0.00102889 -35.9317 27.7029
## It. 38, RSS = 1.72975e-09, Par. = -0.00153826 0.00104434 -36.1665 26.7614
## It. 39, RSS = 1.72778e-09, Par. = -0.00149506 0.00107391 -36.61 24.915
## It. 40, RSS = 1.72446e-09, Par. = -0.00145509 0.00110223 -36.9709 23.0908
## It. 41, RSS = 1.72205e-09, Par. = -0.00142824 0.0011215 -37.1764 21.8161
## It. 42, RSS = 1.72013e-09, Par. = -0.00137451 0.0011583 -37.5418 19.3113
## It. 43, RSS = 1.71595e-09, Par. = -0.00132451 0.00119341 -37.7812 16.847
## It. 44, RSS = 1.71311e-09, Par. = -0.00129046 0.00121727 -37.8742 15.1263
## It. 45, RSS = 1.71065e-09, Par. = -0.00122178 0.00126254 -37.9939 11.7418
## It. 46, RSS = 1.70529e-09, Par. = -0.00115683 0.0013057 -37.9115 8.42605
## It. 47, RSS = 1.70237e-09, Par. = -0.00102776 0.00138596 -37.4537 1.97724
## It. 48, RSS = 1.69656e-09, Par. = -0.000905178 0.00146112 -36.267 -4.18086
## It. 49, RSS = 1.68769e-09, Par. = -0.000865323 0.00148706 -35.5593 -6.06762
## It. 50, RSS = 1.68447e-09, Par. = -0.000773939 0.00153235 -34.2084 -10.0853
## It. 51, RSS = 1.67804e-09, Par. = -0.000745036 0.00154832 -33.5807 -11.2609
## It. 52, RSS = 1.67565e-09, Par. = -0.000681285 0.00157694 -32.3568 -13.7864
## It. 53, RSS = 1.67397e-09, Par. = -0.000615503 0.00160611 -30.8923 -16.1899
## It. 54, RSS = 1.6642e-09, Par. = -0.000586991 0.00161903 -30.1489 -17.0897
## It. 55, RSS = 1.66112e-09, Par. = -0.000559413 0.00163015 -29.4489 -17.952
## It. 56, RSS = 1.65818e-09, Par. = -0.000532416 0.00164079 -28.7359 -18.7517
## It. 57, RSS = 1.6552e-09, Par. = -0.000507283 0.00165051 -28.0453 -19.4492
## It. 58, RSS = 1.6521e-09, Par. = -0.000481439 0.00166029 -27.3116 -20.1212
## It. 59, RSS = 1.64901e-09, Par. = -0.000459123 0.00166863 -26.6529 -20.6534
## It. 60, RSS = 1.64809e-09, Par. = -0.000413635 0.00168505 -25.2852 -21.6786
## It. 61, RSS = 1.63938e-09, Par. = -0.000392766 0.00169305 -24.5844 -22.0042
## It. 62, RSS = 1.63922e-09, Par. = -0.000349248 0.00170805 -23.1571 -22.718
## It. 63, RSS = 1.62827e-09, Par. = -0.000329364 0.00171537 -22.4339 -22.88
## It. 64, RSS = 1.62427e-09, Par. = -0.000309881 0.00172188 -21.7373 -23.0512
## It. 65, RSS = 1.62017e-09, Par. = -0.000290231 0.00172835 -21.018 -23.1772
## It. 66, RSS = 1.61596e-09, Par. = -0.000272153 0.00173423 -20.3391 -23.2428
## It. 67, RSS = 1.61548e-09, Par. = -0.000235972 0.00174567 -18.9605 -23.3073
## It. 68, RSS = 1.60253e-09, Par. = -0.000219314 0.0017513 -18.2702 -23.1644
## It. 69, RSS = 1.60244e-09, Par. = -0.00018541 0.00176158 -16.8943 -22.9389
## It. 70, RSS = 1.5874e-09, Par. = -0.000169705 0.00176666 -16.2043 -22.6487
## It. 71, RSS = 1.58192e-09, Par. = -0.000153497 0.00177141 -15.5042 -22.3753
## It. 72, RSS = 1.57629e-09, Par. = -0.000138126 0.00177585 -14.8254 -22.0576
## It. 73, RSS = 1.57603e-09, Par. = -0.000109337 0.00178397 -13.5375 -21.3859
## It. 74, RSS = 1.55949e-09, Par. = -9.5e-05 0.00178822 -12.8527 -20.8587
## It. 75, RSS = 1.55448e-09, Par. = -8.4901e-05 0.00179096 -12.3758 -20.4942
## It. 76, RSS = 1.55066e-09, Par. = -6.48761e-05 0.00179628 -11.4236 -19.7476
## It. 77, RSS = 1.5435e-09, Par. = -4.58724e-05 0.00180146 -10.486 -18.8672
## It. 78, RSS = 1.53786e-09, Par. = -2.75845e-05 0.00180663 -9.56633 -17.9027
## It. 79, RSS = 1.53486e-09, Par. = -1.05717e-05 0.00181486 -8.693 -16.9029
## It. 80, RSS = 1.52902e-09, Par. = -7.13772e-06 0.00185614 -8.52645 -16.8801
## It. 81, RSS = 1.52876e-09, Par. = -7.33179e-06 0.00193454 -8.56898 -17.3558
## It. 82, RSS = 1.52855e-09, Par. = -7.85086e-06 0.0020179 -8.62729 -17.8627
## It. 83, RSS = 1.52833e-09, Par. = -8.30886e-06 0.00209346 -8.67741 -18.304
## It. 84, RSS = 1.52818e-09, Par. = -8.79572e-06 0.00217687 -8.73038 -18.7776
## It. 85, RSS = 1.52801e-09, Par. = -9.20105e-06 0.00225309 -8.77484 -19.1913
## It. 86, RSS = 1.52788e-09, Par. = -9.62328e-06 0.00233656 -8.82122 -19.6315
## It. 87, RSS = 1.52773e-09, Par. = -9.97861e-06 0.00241336 -8.8606 -20.0198
## It. 88, RSS = 1.52763e-09, Par. = -1.03481e-05 0.00249688 -8.90152 -20.4308
## It. 89, RSS = 1.5275e-09, Par. = -1.06631e-05 0.00257419 -8.93668 -20.7964
## It. 90, RSS = 1.52741e-09, Par. = -1.09888e-05 0.00265775 -8.97302 -21.1813
## It. 91, RSS = 1.5273e-09, Par. = -1.12688e-05 0.0027355 -9.00453 -21.5265
## It. 92, RSS = 1.52722e-09, Par. = -1.15581e-05 0.00281909 -9.03702 -21.8883
## It. 93, RSS = 1.52712e-09, Par. = -1.18088e-05 0.00289723 -9.06542 -22.2149
## It. 94, RSS = 1.52705e-09, Par. = -1.20671e-05 0.00298085 -9.09462 -22.5561
## It. 95, RSS = 1.52697e-09, Par. = -1.2293e-05 0.00305933 -9.12034 -22.8659
## It. 0, RSS = 4.48692e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.82031e-08, Par. = -0.00192609 0.000221787 -18.9657 71.567
## It. 2, RSS = 1.10433e-08, Par. = -0.00201383 0.000243042 -21.1109 66.0255
## It. 3, RSS = 8.81595e-09, Par. = -0.00219929 0.000314365 -21.3439 57.6492
## It. 4, RSS = 3.80815e-09, Par. = -0.00245884 0.000385509 -20.9415 53.0676
## It. 5, RSS = 2.28278e-09, Par. = -0.00262939 0.000425122 -20.6618 51.1964
## It. 6, RSS = 1.77999e-09, Par. = -0.00279358 0.000459103 -20.4696 49.6863
## It. 7, RSS = 1.58035e-09, Par. = -0.00271821 0.000527199 -22.1793 48.6928
## It. 8, RSS = 1.57295e-09, Par. = -0.00269345 0.000540053 -22.5412 48.5017
## It. 9, RSS = 1.57172e-09, Par. = -0.00260875 0.000557891 -23.3199 48.3376
## It. 10, RSS = 1.56217e-09, Par. = -0.00256887 0.000567799 -23.745 48.1983
## It. 11, RSS = 1.56119e-09, Par. = -0.00249047 0.000586468 -24.5501 47.9434
## It. 12, RSS = 1.55197e-09, Par. = -0.00245568 0.000596589 -24.9682 47.7552
## It. 13, RSS = 1.55066e-09, Par. = -0.00238654 0.000615723 -25.7618 47.4073
## It. 14, RSS = 1.5429e-09, Par. = -0.00235566 0.000626045 -26.1712 47.1732
## It. 15, RSS = 1.54137e-09, Par. = -0.00229405 0.000645607 -26.9504 46.7346
## It. 16, RSS = 1.53605e-09, Par. = -0.00223592 0.00066642 -27.7522 46.1998
## It. 17, RSS = 1.53003e-09, Par. = -0.00218601 0.000686044 -28.4828 45.6424
## It. 18, RSS = 1.526e-09, Par. = -0.00213494 0.000707319 -29.2545 44.9925
## It. 19, RSS = 1.52093e-09, Par. = -0.00209053 0.000727399 -29.9583 44.3276
## It. 20, RSS = 1.51732e-09, Par. = -0.00204494 0.000749053 -30.6963 43.5662
## It. 21, RSS = 1.513e-09, Par. = -0.00200475 0.000769535 -31.3691 42.7975
## It. 22, RSS = 1.50974e-09, Par. = -0.00196337 0.000791506 -32.069 41.9295
## It. 23, RSS = 1.50603e-09, Par. = -0.00192638 0.000812332 -32.7067 41.0604
## It. 24, RSS = 1.50308e-09, Par. = -0.00188821 0.000834555 -33.3646 40.0907
## It. 25, RSS = 1.49984e-09, Par. = -0.00185364 0.000855665 -33.963 39.1251
## It. 26, RSS = 1.49753e-09, Par. = -0.00183632 0.000866978 -34.2666 38.5851
## It. 27, RSS = 1.49577e-09, Par. = -0.00180127 0.000888695 -34.8523 37.5327
## It. 28, RSS = 1.49303e-09, Par. = -0.00176966 0.000909481 -35.382 36.4819
## It. 29, RSS = 1.49102e-09, Par. = -0.00175035 0.000922719 -35.7009 35.7895
## It. 30, RSS = 1.48949e-09, Par. = -0.00171196 0.000948138 -36.3086 34.433
## It. 31, RSS = 1.48654e-09, Par. = -0.00167727 0.000972376 -36.8444 33.0853
## It. 32, RSS = 1.48452e-09, Par. = -0.00165904 0.000985689 -37.1149 32.3201
## It. 33, RSS = 1.48294e-09, Par. = -0.0016221 0.00101123 -37.6331 30.8216
## It. 34, RSS = 1.48038e-09, Par. = -0.00158808 0.00103567 -38.0827 29.3369
## It. 35, RSS = 1.47852e-09, Par. = -0.00156654 0.00105147 -38.3457 28.3481
## It. 36, RSS = 1.47706e-09, Par. = -0.00152344 0.00108177 -38.8372 26.406
## It. 37, RSS = 1.47416e-09, Par. = -0.00148356 0.00111065 -39.236 24.4881
## It. 38, RSS = 1.47219e-09, Par. = -0.00146063 0.00112751 -39.4292 23.3356
## It. 39, RSS = 1.47057e-09, Par. = -0.00141415 0.00115974 -39.7845 21.0688
## It. 40, RSS = 1.46772e-09, Par. = -0.0013704 0.00119053 -40.0355 18.8327
## It. 41, RSS = 1.4656e-09, Par. = -0.00133814 0.001213 -40.1591 17.152
## It. 42, RSS = 1.46389e-09, Par. = -0.00127346 0.00125576 -40.3371 13.8427
## It. 43, RSS = 1.4596e-09, Par. = -0.00121202 0.00129635 -40.3213 10.5916
## It. 44, RSS = 1.45941e-09, Par. = -0.00108975 0.00137176 -40.0084 4.24879
## It. 45, RSS = 1.45104e-09, Par. = -0.00103347 0.00140835 -39.4425 1.18344
## It. 46, RSS = 1.44501e-09, Par. = -0.000909013 0.00147449 -38.2138 -4.94984
## It. 47, RSS = 1.44264e-09, Par. = -0.000886979 0.00148962 -37.7086 -6.05271
## It. 48, RSS = 1.43978e-09, Par. = -0.00083273 0.00151467 -36.8722 -8.50893
## It. 49, RSS = 1.43761e-09, Par. = -0.00080198 0.00152895 -36.304 -9.85032
## It. 50, RSS = 1.43542e-09, Par. = -0.00073809 0.00155627 -35.1178 -12.563
## It. 51, RSS = 1.43376e-09, Par. = -0.000672003 0.00158395 -33.6891 -15.1883
## It. 52, RSS = 1.42944e-09, Par. = -0.000612952 0.00160759 -32.2532 -17.3269
## It. 53, RSS = 1.42769e-09, Par. = -0.000550012 0.00163129 -30.597 -19.4019
## It. 54, RSS = 1.41679e-09, Par. = -0.000522475 0.00164195 -29.766 -20.1487
## It. 55, RSS = 1.41421e-09, Par. = -0.000501865 0.0016491 -29.1561 -20.7044
## It. 56, RSS = 1.41256e-09, Par. = -0.00045974 0.0016631 -27.8943 -21.807
## It. 57, RSS = 1.40837e-09, Par. = -0.000420073 0.00167639 -26.6117 -22.6727
## It. 58, RSS = 1.40482e-09, Par. = -0.000378255 0.00168995 -25.1958 -23.4364
## It. 59, RSS = 1.39853e-09, Par. = -0.000340672 0.00170195 -23.8479 -23.944
## It. 60, RSS = 1.39467e-09, Par. = -0.000301092 0.00171417 -22.3702 -24.3185
## It. 61, RSS = 1.38686e-09, Par. = -0.000265757 0.00172495 -20.9786 -24.4491
## It. 62, RSS = 1.38254e-09, Par. = -0.000228828 0.00173584 -19.4704 -24.4086
## It. 63, RSS = 1.37308e-09, Par. = -0.0001959 0.00174544 -18.0581 -24.1454
## It. 64, RSS = 1.36779e-09, Par. = -0.00016218 0.00175493 -16.5624 -23.6821
## It. 65, RSS = 1.35728e-09, Par. = -0.000131778 0.00176334 -15.1537 -23.021
## It. 66, RSS = 1.34968e-09, Par. = -0.000102215 0.00177123 -13.7394 -22.1687
## It. 67, RSS = 1.33974e-09, Par. = -7.51324e-05 0.00177828 -12.3956 -21.1521
## It. 68, RSS = 1.33457e-09, Par. = -4.85055e-05 0.00178502 -11.035 -19.9322
## It. 69, RSS = 1.31424e-09, Par. = -3.65581e-05 0.00178824 -10.3963 -19.2071
## It. 70, RSS = 1.31215e-09, Par. = -3.21155e-05 0.00178938 -10.162 -18.9403
## It. 71, RSS = 1.31069e-09, Par. = -2.32697e-05 0.00179171 -9.69346 -18.4294
## It. 72, RSS = 1.3097e-09, Par. = -1.87385e-05 0.00179303 -9.44816 -18.1356
## It. 73, RSS = 1.30956e-09, Par. = -1.04077e-05 0.0018041 -9.00405 -17.6666
## It. 74, RSS = 1.30905e-09, Par. = -9.84154e-06 0.00181515 -8.97559 -17.6804
## It. 75, RSS = 1.30902e-09, Par. = -9.94486e-06 0.0018367 -8.99118 -17.8271
## It. 76, RSS = 1.30897e-09, Par. = -1.0288e-05 0.00187856 -9.02877 -18.1189
## It. 77, RSS = 1.30892e-09, Par. = -1.05727e-05 0.00191501 -9.05985 -18.3653
## It. 78, RSS = 1.3089e-09, Par. = -1.11075e-05 0.00198463 -9.11822 -18.8311
## It. 79, RSS = 1.30879e-09, Par. = -1.13503e-05 0.00202111 -9.14511 -19.0593
## It. 80, RSS = 1.30877e-09, Par. = -1.18324e-05 0.00209103 -9.19821 -19.5026
## It. 81, RSS = 1.30871e-09, Par. = -1.22907e-05 0.00216402 -9.24907 -19.9444
## It. 82, RSS = 1.30862e-09, Par. = -1.26837e-05 0.00223143 -9.29293 -20.3375
## It. 83, RSS = 1.30857e-09, Par. = -1.3088e-05 0.00230446 -9.33823 -20.7523
## It. 84, RSS = 1.3085e-09, Par. = -1.34378e-05 0.00237228 -9.37761 -21.1237
## It. 85, RSS = 1.30846e-09, Par. = -1.37964e-05 0.00244536 -9.41812 -21.5139
## It. 86, RSS = 1.3084e-09, Par. = -1.41096e-05 0.00251355 -9.45366 -21.8658
## It. 87, RSS = 1.30836e-09, Par. = -1.44301e-05 0.00258665 -9.49012 -22.2339
## It. 88, RSS = 1.30831e-09, Par. = -1.47121e-05 0.00265515 -9.52233 -22.5679
## It. 89, RSS = 1.30827e-09, Par. = -1.49995e-05 0.00272828 -9.55528 -22.9161
## It. 90, RSS = 1.30822e-09, Par. = -1.52554e-05 0.00279708 -9.58465 -23.2339
## It. 91, RSS = 1.30819e-09, Par. = -1.55154e-05 0.00287024 -9.6146 -23.5642
## It. 92, RSS = 1.30815e-09, Par. = -1.57476e-05 0.00293928 -9.64142 -23.8671
## It. 93, RSS = 1.30812e-09, Par. = -1.59835e-05 0.00301246 -9.66874 -24.181
## It. 94, RSS = 1.30809e-09, Par. = -1.61947e-05 0.00308172 -9.6933 -24.47
## It. 95, RSS = 1.30806e-09, Par. = -1.64094e-05 0.00315492 -9.71831 -24.7691
## It. 96, RSS = 1.30803e-09, Par. = -1.66043e-05 0.00322442 -9.741 -25.0458
## It. 97, RSS = 1.308e-09, Par. = -1.67818e-05 0.00329064 -9.76175 -25.3036
## It. 0, RSS = 4.47494e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.87009e-08, Par. = -0.00195153 0.000220352 -18.9147 72.3908
## It. 2, RSS = 1.09707e-08, Par. = -0.00203316 0.000239183 -21.1472 67.1381
## It. 3, RSS = 8.80301e-09, Par. = -0.00220237 0.000307356 -21.4338 58.7857
## It. 4, RSS = 4.16264e-09, Par. = -0.00244209 0.000375483 -21.0999 54.1518
## It. 5, RSS = 2.81313e-09, Par. = -0.00256527 0.000405911 -20.8815 52.6907
## It. 6, RSS = 2.21547e-09, Par. = -0.00283699 0.000464219 -20.6439 49.7982
## It. 7, RSS = 1.85764e-09, Par. = -0.0027103 0.000523041 -22.3166 49.2458
## It. 8, RSS = 1.82832e-09, Par. = -0.00268725 0.000533921 -22.6724 49.0512
## It. 9, RSS = 1.82543e-09, Par. = -0.00260689 0.000550218 -23.3978 48.8896
## It. 10, RSS = 1.81881e-09, Par. = -0.00252793 0.000567782 -24.1783 48.6533
## It. 11, RSS = 1.8103e-09, Par. = -0.00246114 0.000584407 -24.8967 48.3747
## It. 12, RSS = 1.80453e-09, Par. = -0.00239369 0.000602484 -25.6616 48.0279
## It. 13, RSS = 1.79735e-09, Par. = -0.0023359 0.000619605 -26.3662 47.648
## It. 14, RSS = 1.79219e-09, Par. = -0.00227738 0.000638134 -27.1119 47.1947
## It. 15, RSS = 1.78606e-09, Par. = -0.00222664 0.00065571 -27.7989 46.7163
## It. 16, RSS = 1.78144e-09, Par. = -0.00217512 0.000674646 -28.5216 46.16
## It. 17, RSS = 1.77616e-09, Par. = -0.00212993 0.000692637 -29.1874 45.5859
## It. 18, RSS = 1.772e-09, Par. = -0.00208392 0.000711935 -29.8836 44.9306
## It. 19, RSS = 1.7674e-09, Par. = -0.00204309 0.0007303 -30.5249 44.2636
## It. 20, RSS = 1.76414e-09, Par. = -0.0020234 0.000740031 -30.8505 43.8873
## It. 21, RSS = 1.76168e-09, Par. = -0.0019836 0.000758698 -31.4797 43.159
## It. 22, RSS = 1.75793e-09, Par. = -0.00194845 0.000776601 -32.0595 42.4178
## It. 23, RSS = 1.75517e-09, Par. = -0.00192738 0.000788045 -32.4154 41.9219
## It. 24, RSS = 1.75308e-09, Par. = -0.00188576 0.000810028 -33.0977 40.952
## It. 25, RSS = 1.74911e-09, Par. = -0.00184914 0.000831029 -33.7163 39.9731
## It. 26, RSS = 1.74637e-09, Par. = -0.00183078 0.00084237 -34.032 39.4211
## It. 27, RSS = 1.74427e-09, Par. = -0.0017936 0.000864143 -34.641 38.345
## It. 28, RSS = 1.74099e-09, Par. = -0.0017602 0.000885012 -35.1923 37.2673
## It. 29, RSS = 1.73858e-09, Par. = -0.00173996 0.000898281 -35.5232 36.5579
## It. 30, RSS = 1.73674e-09, Par. = -0.00169966 0.00092377 -36.1545 35.1671
## It. 31, RSS = 1.73322e-09, Par. = -0.00166343 0.000948118 -36.7118 33.7818
## It. 32, RSS = 1.73081e-09, Par. = -0.00164434 0.000961594 -36.995 32.9892
## It. 33, RSS = 1.72892e-09, Par. = -0.00160565 0.000987451 -37.5377 31.4365
## It. 34, RSS = 1.72585e-09, Par. = -0.00157018 0.00101223 -38.0087 29.8951
## It. 35, RSS = 1.72361e-09, Par. = -0.00154781 0.00102827 -38.2841 28.8677
## It. 36, RSS = 1.72185e-09, Par. = -0.00150301 0.00105903 -38.7992 26.8482
## It. 37, RSS = 1.71836e-09, Par. = -0.00146175 0.00108842 -39.2172 24.8512
## It. 38, RSS = 1.716e-09, Par. = -0.0014379 0.00110576 -39.4214 23.6393
## It. 39, RSS = 1.71404e-09, Par. = -0.0013895 0.00113891 -39.7967 21.2537
## It. 40, RSS = 1.71056e-09, Par. = -0.00134414 0.00117065 -40.0604 18.8982
## It. 41, RSS = 1.70798e-09, Par. = -0.00131039 0.00119411 -40.1905 17.107
## It. 42, RSS = 1.70588e-09, Par. = -0.00124268 0.00123879 -40.3742 13.5762
## It. 43, RSS = 1.70055e-09, Par. = -0.00117863 0.00128132 -40.3447 10.1069
## It. 44, RSS = 1.6996e-09, Par. = -0.00105093 0.00136056 -39.9746 3.32652
## It. 45, RSS = 1.69031e-09, Par. = -0.000992718 0.00139933 -39.333 0.0680342
## It. 46, RSS = 1.68313e-09, Par. = -0.000861006 0.00147027 -37.9215 -6.55551
## It. 47, RSS = 1.67931e-09, Par. = -0.000841056 0.00148543 -37.3844 -7.56883
## It. 48, RSS = 1.67596e-09, Par. = -0.000789358 0.0015097 -36.5188 -9.93139
## It. 49, RSS = 1.67331e-09, Par. = -0.0007596 0.00152378 -35.9307 -11.2356
## It. 50, RSS = 1.67067e-09, Par. = -0.000697643 0.00155087 -34.6999 -13.8799
## It. 51, RSS = 1.66722e-09, Par. = -0.000639422 0.00157606 -33.3555 -16.1856
## It. 52, RSS = 1.66422e-09, Par. = -0.000577559 0.00160141 -31.7931 -18.4343
## It. 53, RSS = 1.65826e-09, Par. = -0.000522159 0.00162334 -30.2403 -20.2166
## It. 54, RSS = 1.65625e-09, Par. = -0.000462662 0.00164562 -28.4527 -21.9018
## It. 55, RSS = 1.64064e-09, Par. = -0.000437151 0.00165556 -27.5823 -22.4326
## It. 56, RSS = 1.63712e-09, Par. = -0.000417859 0.00166227 -26.938 -22.8401
## It. 57, RSS = 1.63476e-09, Par. = -0.000378265 0.00167547 -25.6015 -23.6408
## It. 58, RSS = 1.62849e-09, Par. = -0.000341361 0.00168792 -24.2634 -24.1854
## It. 59, RSS = 1.62324e-09, Par. = -0.000302175 0.00170071 -22.7827 -24.5978
## It. 60, RSS = 1.61374e-09, Par. = -0.000267492 0.00171188 -21.3991 -24.7581
## It. 61, RSS = 1.60768e-09, Par. = -0.000230671 0.0017233 -19.8768 -24.7536
## It. 62, RSS = 1.59563e-09, Par. = -0.000198336 0.00173319 -18.4706 -24.5191
## It. 63, RSS = 1.58838e-09, Par. = -0.000164254 0.00174318 -16.9401 -24.0819
## It. 64, RSS = 1.57345e-09, Par. = -0.000134389 0.0017518 -15.535 -23.4451
## It. 65, RSS = 1.56417e-09, Par. = -0.000103593 0.00176027 -14.0431 -22.5838
## It. 66, RSS = 1.54718e-09, Par. = -7.62656e-05 0.0017676 -12.6631 -21.5515
## It. 67, RSS = 1.53402e-09, Par. = -4.98167e-05 0.00177436 -11.2895 -20.3341
## It. 68, RSS = 1.51674e-09, Par. = -2.6537e-05 0.00178019 -10.0385 -19.0171
## It. 69, RSS = 1.50696e-09, Par. = -3.89976e-06 0.00178597 -8.79212 -17.532
## It. 70, RSS = 1.49964e-09, Par. = 1.66722e-05 0.00179336 -7.62476 -15.9506
## It. 71, RSS = 1.48182e-09, Par. = 2.02696e-05 0.00184796 -7.42902 -15.8498
## It. 72, RSS = 1.48148e-09, Par. = 2.00953e-05 0.00195143 -7.47098 -16.3893
## It. 73, RSS = 1.48122e-09, Par. = 1.96541e-05 0.00206158 -7.5251 -16.9524
## It. 74, RSS = 1.48095e-09, Par. = 1.92344e-05 0.00217177 -7.57529 -17.4865
## It. 75, RSS = 1.48072e-09, Par. = 1.88518e-05 0.00228199 -7.62111 -17.9935
## It. 76, RSS = 1.48052e-09, Par. = 1.85039e-05 0.00239224 -7.66297 -18.4756
## It. 77, RSS = 1.48035e-09, Par. = 1.81866e-05 0.00250252 -7.70133 -18.9351
## It. 78, RSS = 1.48016e-09, Par. = 1.79266e-05 0.0026022 -7.73296 -19.3302
## It. 79, RSS = 1.48006e-09, Par. = 1.76538e-05 0.00271252 -7.76613 -19.7536
## It. 80, RSS = 1.47991e-09, Par. = 1.74295e-05 0.00281306 -7.79362 -20.1204
## It. 81, RSS = 1.47983e-09, Par. = 1.71955e-05 0.00292342 -7.82226 -20.5108
## It. 82, RSS = 1.47971e-09, Par. = 1.69996e-05 0.00302475 -7.84638 -20.853
## It. 83, RSS = 1.47963e-09, Par. = 1.67975e-05 0.00313512 -7.8713 -21.2147
## It. 84, RSS = 1.47953e-09, Par. = 1.66257e-05 0.00323714 -7.89259 -21.535
## It. 85, RSS = 1.47947e-09, Par. = 1.64485e-05 0.00334754 -7.91452 -21.8719
## It. 86, RSS = 1.47938e-09, Par. = 1.62966e-05 0.00345012 -7.93343 -22.1728
## It. 87, RSS = 1.47932e-09, Par. = 1.61405e-05 0.00356054 -7.95285 -22.4878
## It. 88, RSS = 1.47925e-09, Par. = 1.60053e-05 0.00366364 -7.96976 -22.7712
## It. 89, RSS = 1.4792e-09, Par. = 1.58674e-05 0.00377407 -7.98703 -23.0669
## It. 90, RSS = 1.47913e-09, Par. = 1.57458e-05 0.00387761 -8.00226 -23.3347
## It. 91, RSS = 1.47909e-09, Par. = 1.56218e-05 0.00398806 -8.0178 -23.6133
## It. 92, RSS = 1.47903e-09, Par. = 1.55127e-05 0.00409201 -8.03154 -23.8671
## It. 93, RSS = 1.47899e-09, Par. = 1.54014e-05 0.00420247 -8.04554 -24.1302
## It. 94, RSS = 1.47894e-09, Par. = 1.53029e-05 0.00430678 -8.058 -24.3712
## It. 95, RSS = 1.4789e-09, Par. = 1.52021e-05 0.00441724 -8.07071 -24.6206
## It. 96, RSS = 1.47886e-09, Par. = 1.51125e-05 0.00452188 -8.08207 -24.8499
## It. 97, RSS = 1.47882e-09, Par. = 1.50309e-05 0.00462141 -8.09242 -25.0629
## It. 0, RSS = 4.47713e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.67829e-08, Par. = -0.00199514 0.000220111 -19.7221 74.852
## It. 2, RSS = 1.02691e-08, Par. = -0.00208027 0.000241268 -21.9551 69.5073
## It. 3, RSS = 8.63626e-09, Par. = -0.00225562 0.000311579 -22.2681 60.7162
## It. 4, RSS = 3.89339e-09, Par. = -0.00250393 0.000382095 -21.9085 55.9135
## It. 5, RSS = 2.47948e-09, Par. = -0.0026645 0.000420564 -21.6503 53.9896
## It. 6, RSS = 2.04186e-09, Par. = -0.00281103 0.000451681 -21.4861 52.5133
## It. 7, RSS = 1.85456e-09, Par. = -0.0027865 0.000517387 -22.9842 51.2861
## It. 8, RSS = 1.81942e-09, Par. = -0.00275323 0.000530127 -23.3688 51.1425
## It. 9, RSS = 1.81773e-09, Par. = -0.00266166 0.000548071 -24.2055 50.9922
## It. 10, RSS = 1.80652e-09, Par. = -0.00261954 0.000557922 -24.6556 50.856
## It. 11, RSS = 1.80492e-09, Par. = -0.00253621 0.000576529 -25.5108 50.6096
## It. 12, RSS = 1.79448e-09, Par. = -0.00249948 0.000586593 -25.954 50.4213
## It. 13, RSS = 1.79253e-09, Par. = -0.00242623 0.000605674 -26.7976 50.0744
## It. 14, RSS = 1.78544e-09, Par. = -0.00235784 0.000625997 -27.6683 49.6261
## It. 15, RSS = 1.77742e-09, Par. = -0.00229972 0.000645194 -28.4638 49.1423
## It. 16, RSS = 1.77209e-09, Par. = -0.00224066 0.000666051 -29.307 48.5659
## It. 17, RSS = 1.76536e-09, Par. = -0.00218982 0.00068576 -30.0782 47.9632
## It. 18, RSS = 1.76058e-09, Par. = -0.00213798 0.000707063 -30.8898 47.2627
## It. 19, RSS = 1.75487e-09, Par. = -0.00209273 0.000727228 -31.6319 46.5449
## It. 20, RSS = 1.75057e-09, Par. = -0.00204643 0.000748913 -32.4072 45.7255
## It. 21, RSS = 1.74565e-09, Par. = -0.00200547 0.00076948 -33.1157 44.8964
## It. 22, RSS = 1.74177e-09, Par. = -0.00196342 0.000791483 -33.8502 43.9632
## It. 23, RSS = 1.7375e-09, Par. = -0.00192572 0.000812393 -34.5206 43.0269
## It. 24, RSS = 1.73447e-09, Par. = -0.00190707 0.00082359 -34.8616 42.5002
## It. 25, RSS = 1.73216e-09, Par. = -0.00186926 0.000845089 -35.5203 41.4746
## It. 26, RSS = 1.72858e-09, Par. = -0.00183549 0.000865675 -36.1193 40.4438
## It. 27, RSS = 1.72596e-09, Par. = -0.00181496 0.000878858 -36.4834 39.758
## It. 28, RSS = 1.72395e-09, Par. = -0.00177413 0.000904184 -37.1793 38.4136
## It. 29, RSS = 1.72011e-09, Par. = -0.00173766 0.000928341 -37.7977 37.0704
## It. 30, RSS = 1.71748e-09, Par. = -0.00171879 0.000941562 -38.1112 36.3078
## It. 31, RSS = 1.71542e-09, Par. = -0.00168045 0.000966941 -38.714 34.8147
## It. 32, RSS = 1.71214e-09, Par. = -0.00164549 0.000991229 -39.2439 33.3295
## It. 33, RSS = 1.70976e-09, Par. = -0.00162358 0.00100692 -39.5578 32.3395
## It. 34, RSS = 1.70789e-09, Par. = -0.0015797 0.00103702 -40.1494 30.3933
## It. 35, RSS = 1.70421e-09, Par. = -0.0015395 0.00106573 -40.6434 28.465
## It. 36, RSS = 1.70173e-09, Par. = -0.00151707 0.00108219 -40.887 27.3252
## It. 37, RSS = 1.69969e-09, Par. = -0.00147141 0.0011137 -41.3439 25.0818
## It. 38, RSS = 1.69621e-09, Par. = -0.00142878 0.00114384 -41.6964 22.8627
## It. 39, RSS = 1.69367e-09, Par. = -0.00139895 0.00116493 -41.8884 21.2625
## It. 40, RSS = 1.69161e-09, Par. = -0.00133894 0.00120522 -42.2115 18.1049
## It. 41, RSS = 1.68685e-09, Par. = -0.0012824 0.00124356 -42.3596 14.9912
## It. 42, RSS = 1.68351e-09, Par. = -0.00123836 0.00127272 -42.3591 12.5425
## It. 43, RSS = 1.68038e-09, Par. = -0.00114914 0.0013279 -42.2258 7.70075
## It. 44, RSS = 1.67283e-09, Par. = -0.00106317 0.00138026 -41.7116 2.94854
## It. 45, RSS = 1.66427e-09, Par. = -0.000886814 0.00147719 -40.0944 -6.38493
## It. 46, RSS = 1.66054e-09, Par. = -0.000863057 0.00149789 -39.3014 -7.7244
## It. 47, RSS = 1.6566e-09, Par. = -0.00082824 0.00151387 -38.6911 -9.34335
## It. 48, RSS = 1.6534e-09, Par. = -0.000756931 0.00154501 -37.3671 -12.6037
## It. 49, RSS = 1.65009e-09, Par. = -0.000690113 0.00157368 -35.8796 -15.4563
## It. 50, RSS = 1.64753e-09, Par. = -0.000618497 0.00160246 -34.1082 -18.266
## It. 51, RSS = 1.63554e-09, Par. = -0.000587394 0.00161525 -33.1985 -19.3083
## It. 52, RSS = 1.632e-09, Par. = -0.000560862 0.00162491 -32.4416 -20.1861
## It. 53, RSS = 1.63085e-09, Par. = -0.000505976 0.00164398 -30.8411 -21.936
## It. 54, RSS = 1.62181e-09, Par. = -0.000481125 0.00165316 -30.0101 -22.5631
## It. 55, RSS = 1.61793e-09, Par. = -0.000455194 0.00166179 -29.1601 -23.2186
## It. 56, RSS = 1.61414e-09, Par. = -0.00043254 0.00166921 -28.3902 -23.7365
## It. 57, RSS = 1.61313e-09, Par. = -0.000385744 0.00168399 -26.7715 -24.7355
## It. 58, RSS = 1.60188e-09, Par. = -0.000364647 0.00169116 -25.9562 -25.0053
## It. 59, RSS = 1.60181e-09, Par. = -0.000319901 0.00170467 -24.2705 -25.6329
## It. 60, RSS = 1.58722e-09, Par. = -0.000299895 0.00171122 -23.4337 -25.707
## It. 61, RSS = 1.58187e-09, Par. = -0.00028014 0.00171703 -22.6227 -25.8014
## It. 62, RSS = 1.57628e-09, Par. = -0.000260292 0.00172277 -21.7891 -25.8391
## It. 63, RSS = 1.57046e-09, Par. = -0.000241931 0.00172803 -20.9985 -25.812
## It. 64, RSS = 1.56997e-09, Par. = -0.000204347 0.00173844 -19.3572 -25.6729
## It. 65, RSS = 1.55087e-09, Par. = -0.000187631 0.00174348 -18.5596 -25.3842
## It. 66, RSS = 1.55073e-09, Par. = -0.000152424 0.0017528 -16.9208 -24.8806
## It. 67, RSS = 1.52736e-09, Par. = -0.000136829 0.00175728 -16.1304 -24.4096
## It. 68, RSS = 1.52726e-09, Par. = -0.000104302 0.00176544 -14.5237 -23.5494
## It. 69, RSS = 1.49947e-09, Par. = -8.98499e-05 0.00176935 -13.7494 -22.901
## It. 70, RSS = 1.49868e-09, Par. = -6.04377e-05 0.00177626 -12.2146 -21.7161
## It. 71, RSS = 1.46754e-09, Par. = -4.72615e-05 0.00177961 -11.4719 -20.9091
## It. 72, RSS = 1.46239e-09, Par. = -2.29471e-05 0.00178509 -10.1382 -19.5511
## It. 73, RSS = 1.44733e-09, Par. = 7.43691e-07 0.00179058 -8.77096 -17.8581
## It. 74, RSS = 1.43006e-09, Par. = 2.23031e-05 0.00179549 -7.49519 -16.0438
## It. 75, RSS = 1.41721e-09, Par. = 3.71225e-05 0.00183915 -6.60629 -14.7921
## It. 76, RSS = 1.40231e-09, Par. = 3.60607e-05 0.00189694 -6.68415 -15.0896
## It. 77, RSS = 1.40228e-09, Par. = 3.59132e-05 0.00191728 -6.69693 -15.1922
## It. 78, RSS = 1.40226e-09, Par. = 3.57592e-05 0.00195697 -6.71519 -15.3832
## It. 79, RSS = 1.40225e-09, Par. = 3.54859e-05 0.00203246 -6.74802 -15.7371
## It. 80, RSS = 1.40217e-09, Par. = 3.53538e-05 0.00207217 -6.76353 -15.9106
## It. 81, RSS = 1.40217e-09, Par. = 3.51099e-05 0.00214804 -6.79306 -16.2453
## It. 82, RSS = 1.4021e-09, Par. = 3.49915e-05 0.00218775 -6.80705 -16.4092
## It. 83, RSS = 1.40209e-09, Par. = 3.47719e-05 0.00226387 -6.83377 -16.7262
## It. 84, RSS = 1.40203e-09, Par. = 3.46652e-05 0.00230359 -6.84644 -16.8815
## It. 85, RSS = 1.40202e-09, Par. = 3.44666e-05 0.00237991 -6.87072 -17.1824
## It. 86, RSS = 1.40197e-09, Par. = 3.437e-05 0.00241965 -6.88226 -17.3299
## It. 87, RSS = 1.40196e-09, Par. = 3.41895e-05 0.00249617 -6.90442 -17.6162
## It. 88, RSS = 1.40193e-09, Par. = 3.40146e-05 0.00257565 -6.92578 -17.9008
## It. 89, RSS = 1.40189e-09, Par. = 3.38615e-05 0.00264967 -6.94449 -18.1567
## It. 90, RSS = 1.40186e-09, Par. = 3.3706e-05 0.00272917 -6.96359 -18.4243
## It. 91, RSS = 1.40183e-09, Par. = 3.3569e-05 0.00280353 -6.98041 -18.6661
## It. 92, RSS = 1.40181e-09, Par. = 3.34301e-05 0.00288303 -6.99756 -18.9181
## It. 93, RSS = 1.40178e-09, Par. = 3.33065e-05 0.00295771 -7.01278 -19.1474
## It. 94, RSS = 1.40176e-09, Par. = 3.31817e-05 0.00303723 -7.02825 -19.3855
## It. 95, RSS = 1.40173e-09, Par. = 3.30701e-05 0.00311218 -7.04207 -19.6032
## It. 96, RSS = 1.40171e-09, Par. = 3.29571e-05 0.00319171 -7.05611 -19.8289
## It. 0, RSS = 4.27766e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.87485e-08, Par. = -0.00205596 0.000213994 -18.7207 75.8826
## It. 2, RSS = 8.99962e-09, Par. = -0.00209714 0.000214785 -20.6469 73.0239
## It. 3, RSS = 7.33105e-09, Par. = -0.00218453 0.000253204 -21.5146 67.7716
## It. 4, RSS = 5.58269e-09, Par. = -0.00225738 0.00028335 -21.5765 64.5142
## It. 5, RSS = 4.53161e-09, Par. = -0.0024413 0.000340323 -21.7267 58.6597
## It. 6, RSS = 2.44288e-09, Par. = -0.002662 0.000398656 -21.4813 55.0188
## It. 7, RSS = 1.69485e-09, Par. = -0.00255559 0.000512447 -24.7756 53.1842
## It. 8, RSS = 1.62152e-09, Par. = -0.00254657 0.000537364 -25.3152 52.6763
## It. 9, RSS = 1.61991e-09, Par. = -0.00253564 0.000541561 -25.4702 52.6122
## It. 10, RSS = 1.61762e-09, Par. = -0.00250716 0.000548421 -25.8003 52.5291
## It. 11, RSS = 1.61467e-09, Par. = -0.00245218 0.000561444 -26.4431 52.3616
## It. 12, RSS = 1.6102e-09, Par. = -0.00240469 0.000573966 -27.0474 52.1596
## It. 13, RSS = 1.60689e-09, Par. = -0.00237751 0.000581839 -27.418 52.0118
## It. 14, RSS = 1.6044e-09, Par. = -0.00232444 0.000596955 -28.131 51.7253
## It. 15, RSS = 1.59986e-09, Par. = -0.00227903 0.00061143 -28.7956 51.403
## It. 16, RSS = 1.59665e-09, Par. = -0.00225691 0.000619285 -29.145 51.2057
## It. 17, RSS = 1.59424e-09, Par. = -0.00221268 0.000634365 -29.82 50.8283
## It. 18, RSS = 1.59052e-09, Par. = -0.00217423 0.00064883 -30.4502 50.4245
## It. 19, RSS = 1.58778e-09, Par. = -0.00215231 0.000657805 -30.8301 50.1527
## It. 20, RSS = 1.58571e-09, Par. = -0.00210916 0.000675057 -31.5615 49.6235
## It. 21, RSS = 1.58196e-09, Par. = -0.00207184 0.000691551 -32.238 49.0691
## It. 22, RSS = 1.57933e-09, Par. = -0.00205316 0.000700609 -32.5963 48.7421
## It. 23, RSS = 1.57733e-09, Par. = -0.00201566 0.000718023 -33.289 48.1088
## It. 24, RSS = 1.57418e-09, Par. = -0.00198272 0.0007347 -33.9298 47.4584
## It. 25, RSS = 1.57189e-09, Par. = -0.00196389 0.000744945 -34.3098 47.0366
## It. 26, RSS = 1.57013e-09, Par. = -0.00192654 0.000764653 -35.0413 46.2127
## It. 27, RSS = 1.56699e-09, Par. = -0.00189374 0.000783473 -35.711 45.3756
## It. 28, RSS = 1.56478e-09, Par. = -0.00187685 0.000793912 -36.0661 44.8877
## It. 29, RSS = 1.56308e-09, Par. = -0.00184279 0.000813994 -36.7522 43.9364
## It. 30, RSS = 1.56036e-09, Par. = -0.00181241 0.000833202 -37.3787 42.9789
## It. 31, RSS = 1.5584e-09, Par. = -0.00179483 0.000844945 -37.7442 42.3693
## It. 32, RSS = 1.55688e-09, Par. = -0.0017597 0.000867538 -38.446 41.1751
## It. 33, RSS = 1.55414e-09, Par. = -0.00172823 0.000889097 -39.0775 39.9806
## It. 34, RSS = 1.55224e-09, Par. = -0.00171146 0.000901196 -39.4104 39.2842
## It. 35, RSS = 1.55074e-09, Par. = -0.00167754 0.000924468 -40.0514 37.9201
## It. 36, RSS = 1.5483e-09, Par. = -0.00164665 0.000946712 -40.6224 36.5618
## It. 37, RSS = 1.54655e-09, Par. = -0.00162828 0.000960386 -40.9489 35.6983
## It. 38, RSS = 1.54516e-09, Par. = -0.00159137 0.000986679 -41.5709 34.0016
## It. 39, RSS = 1.54262e-09, Par. = -0.00155749 0.00101176 -42.1082 32.3181
## It. 40, RSS = 1.54087e-09, Par. = -0.00153849 0.00102619 -42.3856 31.3172
## It. 41, RSS = 1.53945e-09, Par. = -0.00149996 0.00105391 -42.9123 29.3482
## It. 42, RSS = 1.53703e-09, Par. = -0.00146402 0.00108038 -43.348 27.398
## It. 43, RSS = 1.5353e-09, Par. = -0.00144112 0.00109735 -43.5862 26.1082
## It. 44, RSS = 1.53388e-09, Par. = -0.00139494 0.00112989 -44.0214 23.5645
## It. 45, RSS = 1.53107e-09, Par. = -0.00135141 0.00116089 -44.3311 21.0496
## It. 46, RSS = 1.52914e-09, Par. = -0.00132311 0.00118087 -44.4659 19.3753
## It. 47, RSS = 1.52746e-09, Par. = -0.00126562 0.001219 -44.679 16.0644
## It. 48, RSS = 1.52403e-09, Par. = -0.0012105 0.00125529 -44.7084 12.7927
## It. 49, RSS = 1.52122e-09, Par. = -0.00115569 0.00128972 -44.5861 9.55945
## It. 50, RSS = 1.51848e-09, Par. = -0.00104514 0.00135454 -44.0807 3.1682
## It. 51, RSS = 1.51238e-09, Par. = -0.000936319 0.00141538 -42.9015 -3.09485
## It. 52, RSS = 1.50895e-09, Par. = -0.000898759 0.00143663 -42.1922 -5.1615
## It. 53, RSS = 1.50557e-09, Par. = -0.000814436 0.00147472 -40.8185 -9.50943
## It. 54, RSS = 1.50483e-09, Par. = -0.000735217 0.0015092 -39.1572 -13.3726
## It. 55, RSS = 1.49732e-09, Par. = -0.000696966 0.00152544 -38.1799 -15.0629
## It. 56, RSS = 1.49471e-09, Par. = -0.00066886 0.00153611 -37.4644 -16.2612
## It. 57, RSS = 1.49333e-09, Par. = -0.000610619 0.00155694 -35.9515 -18.687
## It. 58, RSS = 1.49019e-09, Par. = -0.000556317 0.00157614 -34.3566 -20.7288
## It. 59, RSS = 1.48835e-09, Par. = -0.000497773 0.00159574 -32.5099 -22.7095
## It. 60, RSS = 1.47774e-09, Par. = -0.00047245 0.00160451 -31.6041 -23.3901
## It. 61, RSS = 1.47501e-09, Par. = -0.000451746 0.00161093 -30.8787 -23.9507
## It. 62, RSS = 1.47365e-09, Par. = -0.000409002 0.00162363 -29.3605 -25.0608
## It. 63, RSS = 1.46868e-09, Par. = -0.00036934 0.00163558 -27.8379 -25.8674
## It. 64, RSS = 1.46329e-09, Par. = -0.000330648 0.00164689 -26.2821 -26.4769
## It. 65, RSS = 1.45739e-09, Par. = -0.000293071 0.00165765 -24.6967 -26.8748
## It. 66, RSS = 1.45082e-09, Par. = -0.000256657 0.00166786 -23.0879 -27.0536
## It. 67, RSS = 1.44347e-09, Par. = -0.000221459 0.00167753 -21.4625 -27.0066
## It. 68, RSS = 1.43521e-09, Par. = -0.000187529 0.00168666 -19.8277 -26.7287
## It. 69, RSS = 1.42589e-09, Par. = -0.000154916 0.00169525 -18.191 -26.2159
## It. 70, RSS = 1.41537e-09, Par. = -0.000123666 0.00170327 -16.56 -25.4663
## It. 71, RSS = 1.40941e-09, Par. = -9.09011e-05 0.00171141 -14.787 -24.3947
## It. 72, RSS = 1.37939e-09, Par. = -7.72191e-05 0.00171495 -13.9987 -23.7007
## It. 73, RSS = 1.37161e-09, Par. = -6.3487e-05 0.00171809 -13.223 -23.067
## It. 74, RSS = 1.3699e-09, Par. = -3.85872e-05 0.00172377 -11.7926 -21.8056
## It. 75, RSS = 1.34777e-09, Par. = -2.69419e-05 0.00172667 -11.0796 -20.9744
## It. 76, RSS = 1.33992e-09, Par. = -1.62529e-05 0.00172909 -10.438 -20.2502
## It. 77, RSS = 1.33804e-09, Par. = 4.28987e-06 0.00173372 -9.18765 -18.7691
## It. 78, RSS = 1.31902e-09, Par. = 1.28889e-05 0.00173579 -8.63099 -17.9356
## It. 79, RSS = 1.31417e-09, Par. = 2.05707e-05 0.00173748 -8.14791 -17.2477
## It. 80, RSS = 1.31058e-09, Par. = 2.7572e-05 0.00173907 -7.69981 -16.5789
## It. 81, RSS = 1.30858e-09, Par. = 3.22646e-05 0.0017402 -7.39632 -16.1038
## It. 82, RSS = 1.30814e-09, Par. = 3.94266e-05 0.00176058 -6.93847 -15.4747
## It. 83, RSS = 1.3072e-09, Par. = 3.95851e-05 0.00178808 -6.93243 -15.5688
## It. 84, RSS = 1.30714e-09, Par. = 3.9399e-05 0.00184125 -6.95824 -15.8508
## It. 85, RSS = 1.30707e-09, Par. = 3.9217e-05 0.00189088 -6.98191 -16.1053
## It. 86, RSS = 1.30701e-09, Par. = 3.90641e-05 0.00193436 -7.00173 -16.3224
## It. 87, RSS = 1.30698e-09, Par. = 3.8783e-05 0.00201682 -7.03835 -16.7282
## It. 88, RSS = 1.30686e-09, Par. = 3.86542e-05 0.00206032 -7.05507 -16.9256
## It. 89, RSS = 1.30683e-09, Par. = 3.8406e-05 0.00214321 -7.08766 -17.3071
## It. 90, RSS = 1.30676e-09, Par. = 3.81706e-05 0.00223023 -7.1186 -17.6857
## It. 91, RSS = 1.30666e-09, Par. = 3.79735e-05 0.00230973 -7.14459 -18.0159
## It. 92, RSS = 1.3066e-09, Par. = 3.77703e-05 0.00239678 -7.1715 -18.3664
## It. 93, RSS = 1.30653e-09, Par. = 3.75983e-05 0.00247685 -7.19434 -18.6748
## It. 94, RSS = 1.30647e-09, Par. = 3.74217e-05 0.00256392 -7.21788 -19.0004
## It. 95, RSS = 1.30641e-09, Par. = 3.72703e-05 0.0026445 -7.2381 -19.2896
## It. 0, RSS = 4.30628e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.80456e-08, Par. = -0.00205461 0.000215802 -19.1458 76.2561
## It. 2, RSS = 1.80348e-08, Par. = -0.0017605 0.000516493 -54.8486 87.6122
## It. 3, RSS = 7.2415e-09, Par. = -0.00238513 0.000652627 -44.4231 77.033
## It. 4, RSS = 2.49665e-09, Par. = -0.0030622 0.000785214 -39.5972 67.0787
## It. 5, RSS = 1.59839e-09, Par. = -0.00303144 0.000823096 -40.4601 66.3991
## It. 6, RSS = 1.5974e-09, Par. = -0.00302173 0.00082965 -40.7045 66.2556
## It. 7, RSS = 1.59587e-09, Par. = -0.00299706 0.000841609 -41.2181 66.0117
## It. 8, RSS = 1.59473e-09, Par. = -0.00295005 0.000864652 -42.2118 65.5182
## It. 9, RSS = 1.59124e-09, Par. = -0.00290977 0.000886607 -43.1322 64.9921
## It. 10, RSS = 1.58879e-09, Par. = -0.00286758 0.000910792 -44.1269 64.3719
## It. 11, RSS = 1.58569e-09, Par. = -0.00283028 0.000933753 -45.0483 63.7353
## It. 12, RSS = 1.5833e-09, Par. = -0.00279232 0.000958169 -46.0089 63.0171
## It. 13, RSS = 1.5806e-09, Par. = -0.0027583 0.000981375 -46.8994 62.2893
## It. 14, RSS = 1.57842e-09, Par. = -0.00272357 0.00100596 -47.8234 61.4779
## It. 15, RSS = 1.57604e-09, Par. = -0.00269208 0.00102936 -48.6803 60.6618
## It. 16, RSS = 1.57396e-09, Par. = -0.00266304 0.00105168 -49.479 59.8463
## It. 17, RSS = 1.57242e-09, Par. = -0.0026474 0.00106441 -49.9202 59.3589
## It. 18, RSS = 1.5712e-09, Par. = -0.00261588 0.00108905 -50.7773 58.4036
## It. 19, RSS = 1.5692e-09, Par. = -0.00258743 0.00111262 -51.5689 57.443
## It. 20, RSS = 1.56776e-09, Par. = -0.00257191 0.00112612 -52.006 56.869
## It. 21, RSS = 1.56662e-09, Par. = -0.00254057 0.00115226 -52.8546 55.7423
## It. 22, RSS = 1.56473e-09, Par. = -0.00251202 0.00117723 -53.6334 54.6148
## It. 23, RSS = 1.56337e-09, Par. = -0.00249637 0.00119146 -54.0588 53.9467
## It. 24, RSS = 1.56228e-09, Par. = -0.00246471 0.00121903 -54.884 52.6335
## It. 25, RSS = 1.5605e-09, Par. = -0.00243554 0.00124535 -55.6356 51.3242
## It. 26, RSS = 1.55921e-09, Par. = -0.00241927 0.00126043 -56.0453 50.5457
## It. 27, RSS = 1.55818e-09, Par. = -0.00238634 0.00128964 -56.8386 49.0135
## It. 28, RSS = 1.55646e-09, Par. = -0.00235566 0.00131752 -57.5528 47.4894
## It. 29, RSS = 1.55524e-09, Par. = -0.0023384 0.00133345 -57.9366 46.5866
## It. 30, RSS = 1.55424e-09, Par. = -0.00230337 0.0013643 -58.6775 44.8065
## It. 31, RSS = 1.55257e-09, Par. = -0.00227038 0.00139374 -59.3332 43.0389
## It. 32, RSS = 1.55138e-09, Par. = -0.00225139 0.00141075 -59.6825 41.9813
## It. 33, RSS = 1.5504e-09, Par. = -0.00221284 0.00144365 -60.3529 39.8929
## It. 34, RSS = 1.54873e-09, Par. = -0.00217608 0.00147502 -60.9279 37.82
## It. 35, RSS = 1.54755e-09, Par. = -0.00215451 0.00149329 -61.2255 36.5691
## It. 36, RSS = 1.54655e-09, Par. = -0.00211062 0.00152859 -61.7896 34.0937
## It. 37, RSS = 1.54482e-09, Par. = -0.00206828 0.00156223 -62.2427 31.6359
## It. 38, RSS = 1.54359e-09, Par. = -0.00204221 0.00158249 -62.4651 30.0991
## It. 39, RSS = 1.54254e-09, Par. = -0.0019891 0.00162155 -62.87 27.0497
## It. 40, RSS = 1.54059e-09, Par. = -0.00193721 0.00165868 -63.1311 24.0181
## It. 41, RSS = 1.53919e-09, Par. = -0.00190215 0.0016828 -63.2207 21.9651
## It. 42, RSS = 1.53794e-09, Par. = -0.00183048 0.00172906 -63.3314 17.8761
## It. 43, RSS = 1.53531e-09, Par. = -0.00175925 0.00177282 -63.2092 13.7954
## It. 44, RSS = 1.53312e-09, Par. = -0.00168848 0.00181313 -62.8947 9.81969
## It. 45, RSS = 1.53074e-09, Par. = -0.0015424 0.00188909 -61.93 1.84457
## It. 46, RSS = 1.52689e-09, Par. = -0.0013901 0.00195933 -60.0431 -6.20492
## It. 47, RSS = 1.52335e-09, Par. = -0.00133731 0.00198215 -58.991 -8.81666
## It. 48, RSS = 1.52115e-09, Par. = -0.00122018 0.00202328 -56.9532 -14.346
## It. 49, RSS = 1.51751e-09, Par. = -0.00117261 0.00203965 -55.849 -16.4431
## It. 50, RSS = 1.5154e-09, Par. = -0.00112242 0.0020546 -54.7396 -18.594
## It. 51, RSS = 1.51376e-09, Par. = -0.00108624 0.00206496 -53.8827 -20.0916
## It. 52, RSS = 1.51262e-09, Par. = -0.00101091 0.00208522 -52.0698 -23.1462
## It. 53, RSS = 1.51038e-09, Par. = -0.000939726 0.00210365 -50.1636 -25.8313
## It. 54, RSS = 1.50915e-09, Par. = -0.000862375 0.00212235 -47.9553 -28.5471
## It. 55, RSS = 1.50135e-09, Par. = -0.000828149 0.00213072 -46.8613 -29.5906
## It. 56, RSS = 1.49939e-09, Par. = -0.00080208 0.00213648 -46.0404 -30.3832
## It. 57, RSS = 1.49817e-09, Par. = -0.000748011 0.00214788 -44.324 -31.9943
## It. 58, RSS = 1.49486e-09, Par. = -0.000697074 0.00215867 -42.596 -33.3351
## It. 59, RSS = 1.49239e-09, Par. = -0.000642133 0.00216996 -40.656 -34.6287
## It. 60, RSS = 1.48717e-09, Par. = -0.000592983 0.00218 -38.8264 -35.5962
## It. 61, RSS = 1.48285e-09, Par. = -0.000544692 0.00218966 -36.9601 -36.3875
## It. 62, RSS = 1.4782e-09, Par. = -0.000497425 0.00219906 -35.0571 -36.9782
## It. 63, RSS = 1.47305e-09, Par. = -0.000451258 0.00220823 -33.1229 -37.3577
## It. 64, RSS = 1.46729e-09, Par. = -0.000406277 0.00221718 -31.1636 -37.5156
## It. 65, RSS = 1.46082e-09, Par. = -0.000362571 0.00222591 -29.1862 -37.4426
## It. 66, RSS = 1.45347e-09, Par. = -0.000320232 0.0022344 -27.1983 -37.1308
## It. 67, RSS = 1.44507e-09, Par. = -0.000279351 0.00224264 -25.2086 -36.5741
## It. 68, RSS = 1.43463e-09, Par. = -0.000240629 0.00225068 -23.2577 -35.7838
## It. 69, RSS = 1.4267e-09, Par. = -0.000201539 0.00225916 -21.2249 -34.7142
## It. 70, RSS = 1.40614e-09, Par. = -0.000168772 0.00226666 -19.4544 -33.5102
## It. 71, RSS = 1.39468e-09, Par. = -0.000135571 0.00227427 -17.6193 -32.066
## It. 72, RSS = 1.3716e-09, Par. = -0.000107642 0.0022808 -16.0216 -30.5581
## It. 73, RSS = 1.35612e-09, Par. = -7.94402e-05 0.00228725 -14.3771 -28.8267
## It. 74, RSS = 1.33034e-09, Par. = -5.54962e-05 0.00229269 -12.9383 -27.0821
## It. 75, RSS = 1.31018e-09, Par. = -3.17277e-05 0.00229786 -11.4862 -25.1542
## It. 76, RSS = 1.28635e-09, Par. = -8.98191e-06 0.00230263 -10.0616 -23.044
## It. 77, RSS = 1.25853e-09, Par. = 1.17866e-05 0.00230677 -8.73241 -20.8598
## It. 78, RSS = 1.22892e-09, Par. = 2.90591e-05 0.00231005 -7.60521 -18.8195
## It. 79, RSS = 1.21181e-09, Par. = 3.2739e-05 0.00231076 -7.35982 -18.2866
## It. 80, RSS = 1.20353e-09, Par. = 4.04142e-05 0.00231211 -6.85638 -17.3286
## It. 81, RSS = 1.20324e-09, Par. = 5.50954e-05 0.00231591 -5.87852 -15.3844
## It. 82, RSS = 1.19189e-09, Par. = 5.68729e-05 0.00234284 -5.75202 -15.1164
## It. 83, RSS = 1.1918e-09, Par. = 5.69807e-05 0.00239624 -5.75157 -15.2601
## It. 84, RSS = 1.19171e-09, Par. = 5.68531e-05 0.00249773 -5.77011 -15.5696
## It. 85, RSS = 1.19157e-09, Par. = 5.67176e-05 0.00260451 -5.78862 -15.8785
## It. 86, RSS = 1.19143e-09, Par. = 5.6604e-05 0.00270183 -5.8041 -16.1466
## It. 87, RSS = 1.19133e-09, Par. = 5.65423e-05 0.00276035 -5.81255 -16.3
## It. 88, RSS = 1.19127e-09, Par. = 5.64209e-05 0.00287204 -5.8291 -16.595
## It. 89, RSS = 1.19116e-09, Par. = 5.63072e-05 0.00298908 -5.84465 -16.8865
## It. 90, RSS = 1.19104e-09, Par. = 5.62121e-05 0.00309634 -5.85769 -17.1413
## It. 91, RSS = 1.19096e-09, Par. = 5.61637e-05 0.00315725 -5.8644 -17.2789
## It. 92, RSS = 1.19091e-09, Par. = 5.6067e-05 0.00327409 -5.87768 -17.5457
## It. 93, RSS = 1.19082e-09, Par. = 5.5976e-05 0.00339593 -5.89021 -17.8093
## It. 94, RSS = 1.19073e-09, Par. = 5.58987e-05 0.0035085 -5.90089 -18.0427
## It. 95, RSS = 1.19067e-09, Par. = 5.58578e-05 0.00357424 -5.90658 -18.1729
## It. 96, RSS = 1.19062e-09, Par. = 5.57765e-05 0.00370062 -5.91782 -18.4252
## It. 0, RSS = 4.2485e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.61543e-08, Par. = -0.00207824 0.000215781 -19.7732 78.0186
## It. 2, RSS = 8.74934e-09, Par. = -0.00173639 0.000517434 -56.0885 91.391
## It. 3, RSS = 4.37831e-09, Par. = -0.00211891 0.000600317 -50.2236 84.6518
## It. 4, RSS = 1.95506e-09, Par. = -0.00294373 0.000755439 -41.7112 71.7472
## It. 5, RSS = 1.74415e-09, Par. = -0.00309614 0.000795703 -41.1295 69.8639
## It. 6, RSS = 1.73288e-09, Par. = -0.00309834 0.000805606 -41.3 69.6094
## It. 7, RSS = 1.7309e-09, Par. = -0.00306745 0.000821108 -41.965 69.3061
## It. 8, RSS = 1.72905e-09, Par. = -0.00304351 0.000832316 -42.4691 69.0698
## It. 9, RSS = 1.72768e-09, Par. = -0.00299686 0.000853939 -43.4464 68.6026
## It. 10, RSS = 1.72436e-09, Par. = -0.00295654 0.000874606 -44.3566 68.1033
## It. 11, RSS = 1.72188e-09, Par. = -0.00291453 0.000897249 -45.3359 67.5179
## It. 12, RSS = 1.71889e-09, Par. = -0.00287717 0.000918821 -46.2478 66.9153
## It. 13, RSS = 1.71649e-09, Par. = -0.00283928 0.00094169 -47.1966 66.2377
## It. 14, RSS = 1.71386e-09, Par. = -0.00280519 0.000963495 -48.0806 65.5494
## It. 15, RSS = 1.71156e-09, Par. = -0.00277396 0.000984333 -48.9081 64.8563
## It. 16, RSS = 1.70986e-09, Par. = -0.00275747 0.000996101 -49.3624 64.4428
## It. 17, RSS = 1.70851e-09, Par. = -0.00272428 0.0010189 -50.2463 63.634
## It. 18, RSS = 1.70634e-09, Par. = -0.00269456 0.00104075 -51.068 62.8138
## It. 19, RSS = 1.70476e-09, Par. = -0.0026784 0.00105335 -51.5272 62.3177
## It. 20, RSS = 1.70351e-09, Par. = -0.00264589 0.00107777 -52.4197 61.3451
## It. 21, RSS = 1.70143e-09, Par. = -0.00261658 0.00110113 -53.2448 60.3655
## It. 22, RSS = 1.69994e-09, Par. = -0.00260086 0.00111432 -53.6939 59.788
## It. 23, RSS = 1.69876e-09, Par. = -0.00256912 0.00113988 -54.567 58.6549
## It. 24, RSS = 1.69683e-09, Par. = -0.00254021 0.00116433 -55.3703 57.5198
## It. 25, RSS = 1.69544e-09, Par. = -0.0025242 0.00117843 -55.8151 56.839
## It. 26, RSS = 1.69433e-09, Par. = -0.00249185 0.00120574 -56.6781 55.5005
## It. 27, RSS = 1.69247e-09, Par. = -0.00246212 0.00123185 -57.4655 54.1646
## It. 28, RSS = 1.69115e-09, Par. = -0.00244584 0.0012466 -57.8891 53.3809
## It. 29, RSS = 1.69008e-09, Par. = -0.00241282 0.00127518 -58.7109 51.8386
## It. 30, RSS = 1.68833e-09, Par. = -0.00238212 0.0013025 -59.4535 50.3034
## It. 31, RSS = 1.68707e-09, Par. = -0.00236471 0.00131829 -59.8582 49.3841
## It. 32, RSS = 1.68605e-09, Par. = -0.00232941 0.00134886 -60.6401 47.5717
## It. 33, RSS = 1.68432e-09, Par. = -0.00229625 0.00137805 -61.3347 45.7708
## It. 34, RSS = 1.68309e-09, Par. = -0.00227753 0.00139468 -61.7005 44.7091
## It. 35, RSS = 1.68208e-09, Par. = -0.00223948 0.00142684 -62.4048 42.6126
## It. 36, RSS = 1.68039e-09, Par. = -0.00220328 0.00145756 -63.0143 40.5308
## It. 37, RSS = 1.67918e-09, Par. = -0.00218193 0.00147561 -63.3358 39.2645
## It. 38, RSS = 1.67817e-09, Par. = -0.00213852 0.00151049 -63.947 36.759
## It. 39, RSS = 1.67641e-09, Par. = -0.00209678 0.00154376 -64.4463 34.2708
## It. 40, RSS = 1.67516e-09, Par. = -0.00207173 0.00156338 -64.6916 32.7483
## It. 41, RSS = 1.67408e-09, Par. = -0.00202069 0.00160125 -65.1452 29.7291
## It. 42, RSS = 1.67216e-09, Par. = -0.00197096 0.00163732 -65.4609 26.7265
## It. 43, RSS = 1.67078e-09, Par. = -0.00193791 0.00166049 -65.5897 24.7191
## It. 44, RSS = 1.66956e-09, Par. = -0.0018704 0.00170503 -65.7846 20.7219
## It. 45, RSS = 1.66704e-09, Par. = -0.00180365 0.00174725 -65.7643 16.7367
## It. 46, RSS = 1.66511e-09, Par. = -0.00174685 0.00178097 -65.588 13.388
## It. 47, RSS = 1.66319e-09, Par. = -0.00162999 0.00184501 -65.0293 6.68072
## It. 48, RSS = 1.65831e-09, Par. = -0.00151059 0.00190481 -63.8698 -0.058285
## It. 49, RSS = 1.65415e-09, Par. = -0.0012614 0.00201179 -60.5926 -13.3527
## It. 50, RSS = 1.64978e-09, Par. = -0.00124807 0.00202398 -59.7129 -14.0388
## It. 51, RSS = 1.648e-09, Par. = -0.00120339 0.00203849 -58.7644 -16.1194
## It. 52, RSS = 1.64696e-09, Par. = -0.00111012 0.0020668 -56.7182 -20.3621
## It. 53, RSS = 1.64562e-09, Par. = -0.00102225 0.002092 -54.4886 -24.0929
## It. 54, RSS = 1.63898e-09, Par. = -0.000979203 0.0021039 -53.253 -25.755
## It. 55, RSS = 1.63705e-09, Par. = -0.000950498 0.00211113 -52.4292 -26.838
## It. 56, RSS = 1.63557e-09, Par. = -0.000890905 0.00212528 -50.7104 -29.0573
## It. 57, RSS = 1.63273e-09, Par. = -0.000834523 0.00213846 -48.9541 -30.9899
## It. 58, RSS = 1.63038e-09, Par. = -0.000773835 0.00215202 -46.9723 -32.9173
## It. 59, RSS = 1.62608e-09, Par. = -0.000719127 0.00216394 -45.0755 -34.4707
## It. 60, RSS = 1.62386e-09, Par. = -0.000659832 0.00217637 -42.9331 -35.9848
## It. 61, RSS = 1.61815e-09, Par. = -0.000607122 0.00218733 -40.916 -37.1093
## It. 62, RSS = 1.61366e-09, Par. = -0.000555371 0.00219783 -38.8553 -38.0287
## It. 63, RSS = 1.60886e-09, Par. = -0.000504781 0.00220802 -36.7507 -38.7129
## It. 64, RSS = 1.60351e-09, Par. = -0.00045544 0.00221792 -34.609 -39.1487
## It. 65, RSS = 1.59749e-09, Par. = -0.000407447 0.00222756 -32.4378 -39.3234
## It. 66, RSS = 1.59064e-09, Par. = -0.000360908 0.00223693 -30.2458 -39.2255
## It. 67, RSS = 1.58278e-09, Par. = -0.000315932 0.00224603 -28.0426 -38.8453
## It. 68, RSS = 1.57364e-09, Par. = -0.000272623 0.00225482 -25.8387 -38.1756
## It. 69, RSS = 1.56175e-09, Par. = -0.000231812 0.00226334 -23.6848 -37.2319
## It. 70, RSS = 1.54661e-09, Par. = -0.000194268 0.00227158 -21.634 -36.0564
## It. 71, RSS = 1.52976e-09, Par. = -0.00015971 0.00227939 -19.6851 -34.6786
## It. 72, RSS = 1.51786e-09, Par. = -0.000124635 0.0022874 -17.6497 -32.9773
## It. 73, RSS = 1.48807e-09, Par. = -9.56841e-05 0.00229411 -15.9082 -31.2212
## It. 74, RSS = 1.47071e-09, Par. = -6.61051e-05 0.00230074 -14.0956 -29.1869
## It. 75, RSS = 1.43679e-09, Par. = -4.15592e-05 0.00230615 -12.5412 -27.1629
## It. 76, RSS = 1.41247e-09, Par. = -1.68831e-05 0.00231128 -10.9546 -24.9054
## It. 77, RSS = 1.3755e-09, Par. = 4.07215e-06 0.00231543 -9.56818 -22.6783
## It. 78, RSS = 1.34368e-09, Par. = 2.36173e-05 0.00231903 -8.2566 -20.388
## It. 79, RSS = 1.30979e-09, Par. = 3.99855e-05 0.00232185 -7.13363 -18.2307
## It. 80, RSS = 1.29049e-09, Par. = 4.40941e-05 0.00232255 -6.84608 -17.5833
## It. 81, RSS = 1.2796e-09, Par. = 5.258e-05 0.00232386 -6.26184 -16.4004
## It. 82, RSS = 1.27243e-09, Par. = 5.82455e-05 0.00232475 -5.86091 -15.5268
## It. 83, RSS = 1.2707e-09, Par. = 6.54116e-05 0.00236082 -5.36024 -14.5257
## It. 84, RSS = 1.26881e-09, Par. = 6.51058e-05 0.00240542 -5.38313 -14.6603
## It. 85, RSS = 1.2688e-09, Par. = 6.50426e-05 0.00244523 -5.39081 -14.7758
## It. 86, RSS = 1.2688e-09, Par. = 6.49501e-05 0.00252182 -5.40355 -14.9911
## It. 87, RSS = 1.26878e-09, Par. = 6.48593e-05 0.00260146 -5.41592 -15.2054
## It. 88, RSS = 1.26875e-09, Par. = 6.47796e-05 0.00267566 -5.42676 -15.3981
## It. 89, RSS = 1.26874e-09, Par. = 6.4699e-05 0.00275531 -5.43778 -15.5993
## It. 90, RSS = 1.26872e-09, Par. = 6.46277e-05 0.00282984 -5.44751 -15.7812
## It. 91, RSS = 1.2687e-09, Par. = 6.45557e-05 0.00290949 -5.45739 -15.9707
## It. 92, RSS = 1.26868e-09, Par. = 6.44915e-05 0.00298435 -5.46617 -16.143
## It. 93, RSS = 1.26867e-09, Par. = 6.44268e-05 0.003064 -5.47507 -16.3219
## It. 94, RSS = 1.26866e-09, Par. = 6.43688e-05 0.00313911 -5.48304 -16.4855
## It. 95, RSS = 1.26864e-09, Par. = 6.43104e-05 0.00321877 -5.49109 -16.6549
## It. 96, RSS = 1.26863e-09, Par. = 6.42577e-05 0.0032941 -5.49834 -16.8106
## It. 0, RSS = 4.1815e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.50222e-08, Par. = -0.00201005 0.000215343 -19.408 75.863
## It. 2, RSS = 7.42475e-09, Par. = -0.00167809 0.000511052 -54.2302 88.1439
## It. 3, RSS = 3.78075e-09, Par. = -0.00208838 0.000598782 -48.1691 80.9058
## It. 4, RSS = 1.5148e-09, Par. = -0.00295808 0.000765295 -39.4449 67.6527
## It. 5, RSS = 1.3909e-09, Par. = -0.00289993 0.000809406 -41.1634 66.6313
## It. 6, RSS = 1.38205e-09, Par. = -0.00288898 0.000818455 -41.5082 66.388
## It. 7, RSS = 1.3803e-09, Par. = -0.0028562 0.000834768 -42.2271 66.0126
## It. 8, RSS = 1.3784e-09, Par. = -0.00283517 0.000845927 -42.7143 65.7335
## It. 9, RSS = 1.377e-09, Par. = -0.00279407 0.000867514 -43.6563 65.1836
## It. 10, RSS = 1.37405e-09, Par. = -0.00275834 0.00088813 -44.5317 64.6078
## It. 11, RSS = 1.37176e-09, Par. = -0.00272097 0.000910681 -45.4708 63.9403
## It. 12, RSS = 1.36909e-09, Par. = -0.00268751 0.000932158 -46.3438 63.261
## It. 13, RSS = 1.36678e-09, Par. = -0.00265694 0.000952656 -47.1595 62.577
## It. 14, RSS = 1.36507e-09, Par. = -0.0026408 0.000964244 -47.6075 62.1682
## It. 15, RSS = 1.36373e-09, Par. = -0.00260832 0.000986679 -48.4784 61.3689
## It. 16, RSS = 1.36155e-09, Par. = -0.00257931 0.00100815 -49.2865 60.5586
## It. 17, RSS = 1.35997e-09, Par. = -0.00256345 0.00102059 -49.7401 60.0656
## It. 18, RSS = 1.35873e-09, Par. = -0.00253158 0.00104469 -50.6208 59.0995
## It. 19, RSS = 1.35665e-09, Par. = -0.00250291 0.00106772 -51.4332 58.1268
## It. 20, RSS = 1.35516e-09, Par. = -0.00248752 0.00108074 -51.8756 57.5522
## It. 21, RSS = 1.35398e-09, Par. = -0.00245644 0.00110594 -52.7349 56.4254
## It. 22, RSS = 1.35206e-09, Par. = -0.00242817 0.00113002 -53.5236 55.2968
## It. 23, RSS = 1.35068e-09, Par. = -0.00241243 0.00114397 -53.9618 54.6166
## It. 24, RSS = 1.34957e-09, Par. = -0.00238065 0.00117098 -54.811 53.2799
## It. 25, RSS = 1.34772e-09, Par. = -0.00235148 0.00119675 -55.5833 51.9465
## It. 26, RSS = 1.3464e-09, Par. = -0.00233546 0.00121134 -55.999 51.1624
## It. 27, RSS = 1.34534e-09, Par. = -0.00230297 0.00123959 -56.8041 49.6196
## It. 28, RSS = 1.3436e-09, Par. = -0.00227277 0.00126656 -57.5291 48.0849
## It. 29, RSS = 1.34235e-09, Par. = -0.00225554 0.00128222 -57.925 47.1611
## It. 30, RSS = 1.34133e-09, Par. = -0.00222061 0.00131251 -58.6886 45.3402
## It. 31, RSS = 1.33961e-09, Par. = -0.0021878 0.0013414 -59.3632 43.5319
## It. 32, RSS = 1.33839e-09, Par. = -0.00216918 0.00135791 -59.7179 42.4617
## It. 33, RSS = 1.33738e-09, Par. = -0.00213133 0.00138981 -60.3991 40.3491
## It. 34, RSS = 1.33569e-09, Par. = -0.00209531 0.00142023 -60.9834 38.2523
## It. 35, RSS = 1.33448e-09, Par. = -0.00207384 0.00143824 -61.291 36.9661
## It. 36, RSS = 1.33347e-09, Par. = -0.0020302 0.00147302 -61.8728 34.4214
## It. 37, RSS = 1.33169e-09, Par. = -0.00198819 0.00150612 -62.3384 31.8954
## It. 38, RSS = 1.33043e-09, Par. = -0.00196265 0.00152586 -62.5632 30.3322
## It. 39, RSS = 1.32934e-09, Par. = -0.00191054 0.00156387 -62.973 27.2312
## It. 40, RSS = 1.32736e-09, Par. = -0.00185969 0.00160002 -63.2357 24.1477
## It. 41, RSS = 1.32593e-09, Par. = -0.00182464 0.00162398 -63.3268 22.0166
## It. 42, RSS = 1.32466e-09, Par. = -0.00175303 0.00166991 -63.4346 17.7725
## It. 43, RSS = 1.32189e-09, Par. = -0.00168192 0.00171332 -63.2942 13.5377
## It. 44, RSS = 1.31959e-09, Par. = -0.00160998 0.00175396 -62.9438 9.33876
## It. 45, RSS = 1.31698e-09, Par. = -0.00146136 0.00183042 -61.8689 0.91456
## It. 46, RSS = 1.31416e-09, Par. = -0.00130588 0.00190114 -59.7648 -7.59769
## It. 47, RSS = 1.30927e-09, Par. = -0.00125778 0.00192206 -58.6882 -10.0426
## It. 48, RSS = 1.30703e-09, Par. = -0.00114993 0.00195914 -56.6608 -15.2833
## It. 49, RSS = 1.30338e-09, Par. = -0.00110111 0.00197552 -55.4746 -17.4985
## It. 50, RSS = 1.30128e-09, Par. = -0.00105905 0.00198796 -54.4739 -19.3475
## It. 51, RSS = 1.3012e-09, Par. = -0.000971156 0.00201232 -52.3176 -23.1189
## It. 52, RSS = 1.29579e-09, Par. = -0.000930547 0.00202366 -51.1355 -24.6891
## It. 53, RSS = 1.29385e-09, Par. = -0.000901068 0.00203107 -50.2877 -25.8044
## It. 54, RSS = 1.2926e-09, Par. = -0.000839807 0.00204562 -48.5085 -28.0832
## It. 55, RSS = 1.28975e-09, Par. = -0.000782067 0.00205912 -46.6872 -30.0444
## It. 56, RSS = 1.2877e-09, Par. = -0.000719592 0.00207304 -44.6161 -31.9945
## It. 57, RSS = 1.283e-09, Par. = -0.00066374 0.00208521 -42.641 -33.5277
## It. 58, RSS = 1.27918e-09, Par. = -0.000608801 0.00209674 -40.6084 -34.855
## It. 59, RSS = 1.27517e-09, Par. = -0.000554981 0.00210783 -38.5169 -35.9469
## It. 60, RSS = 1.27076e-09, Par. = -0.000502374 0.00211854 -36.3733 -36.7876
## It. 61, RSS = 1.26587e-09, Par. = -0.000451085 0.00212892 -34.1848 -37.3614
## It. 62, RSS = 1.26037e-09, Par. = -0.000401231 0.002139 -31.9599 -37.6529
## It. 63, RSS = 1.2541e-09, Par. = -0.000352934 0.00214879 -29.7082 -37.6479
## It. 64, RSS = 1.24685e-09, Par. = -0.00030632 0.00215828 -27.4409 -37.3341
## It. 65, RSS = 1.23835e-09, Par. = -0.000261518 0.00216744 -25.1701 -36.7023
## It. 66, RSS = 1.22729e-09, Par. = -0.000219144 0.00217628 -22.9358 -35.7596
## It. 67, RSS = 1.2117e-09, Par. = -0.000180408 0.00218482 -20.8158 -34.5562
## It. 68, RSS = 1.19427e-09, Par. = -0.000144963 0.0021929 -18.8085 -33.1291
## It. 69, RSS = 1.1749e-09, Par. = -0.000112502 0.0022004 -16.9109 -31.5055
## It. 70, RSS = 1.16123e-09, Par. = -7.97926e-05 0.00220791 -14.9441 -29.5476
## It. 71, RSS = 1.12722e-09, Par. = -5.28409e-05 0.00221407 -13.265 -27.5617
## It. 72, RSS = 1.10659e-09, Par. = -2.5883e-05 0.00221993 -11.5556 -25.3234
## It. 73, RSS = 1.0706e-09, Par. = -3.16943e-06 0.00222467 -10.0687 -23.091
## It. 74, RSS = 1.04144e-09, Par. = 1.79597e-05 0.00222878 -8.66329 -20.7772
## It. 75, RSS = 1.00856e-09, Par. = 3.55597e-05 0.002232 -7.46382 -18.5835
## It. 76, RSS = 9.94252e-10, Par. = 5.35221e-05 0.00223513 -6.22305 -16.1462
## It. 77, RSS = 9.72582e-10, Par. = 6.2578e-05 0.00228901 -5.58405 -14.8737
## It. 78, RSS = 9.67667e-10, Par. = 6.20761e-05 0.0024163 -5.63675 -15.2948
## It. 79, RSS = 9.67544e-10, Par. = 6.20129e-05 0.00244177 -5.64273 -15.3668
## It. 80, RSS = 9.67521e-10, Par. = 6.19472e-05 0.00249163 -5.65177 -15.5145
## It. 81, RSS = 9.6751e-10, Par. = 6.18303e-05 0.0025868 -5.66806 -15.789
## It. 82, RSS = 9.67451e-10, Par. = 6.17739e-05 0.00263667 -5.6757 -15.9228
## It. 83, RSS = 9.67438e-10, Par. = 6.16694e-05 0.00273227 -5.69033 -16.1821
## It. 84, RSS = 9.67399e-10, Par. = 6.15686e-05 0.00283201 -5.70432 -16.4391
## It. 85, RSS = 9.67353e-10, Par. = 6.14822e-05 0.00292414 -5.71633 -16.6668
## It. 86, RSS = 9.67323e-10, Par. = 6.13942e-05 0.00302388 -5.72861 -16.906
## It. 87, RSS = 9.67285e-10, Par. = 6.13179e-05 0.00311653 -5.73924 -17.1195
## It. 88, RSS = 9.67258e-10, Par. = 6.12405e-05 0.00321628 -5.75008 -17.343
## It. 89, RSS = 9.67225e-10, Par. = 6.11727e-05 0.00330938 -5.75955 -17.5439
## It. 90, RSS = 9.67201e-10, Par. = 6.11042e-05 0.00340914 -5.76918 -17.7534
## It. 91, RSS = 9.67173e-10, Par. = 6.10436e-05 0.00350266 -5.77768 -17.9431
## It. 92, RSS = 9.67151e-10, Par. = 6.09823e-05 0.00360243 -5.7863 -18.1402
## It. 93, RSS = 9.67127e-10, Par. = 6.09279e-05 0.0036963 -5.79396 -18.3198
## It. 94, RSS = 9.67107e-10, Par. = 6.0873e-05 0.00379607 -5.80172 -18.5059
## It. 95, RSS = 9.67086e-10, Par. = 6.08238e-05 0.00389025 -5.80865 -18.6762
## It. 96, RSS = 9.67068e-10, Par. = 6.07742e-05 0.00399003 -5.81567 -18.8524
## It. 0, RSS = 3.95549e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.5129e-08, Par. = -0.00201791 0.000213869 -19.1232 76.2456
## It. 2, RSS = 8.26964e-09, Par. = -0.00159338 0.000492444 -55.3106 95.2196
## It. 3, RSS = 3.66952e-09, Par. = -0.00225127 0.000613841 -48.3281 81.9625
## It. 4, RSS = 2.94975e-09, Par. = -0.00236958 0.000638027 -47.0335 80.4976
## It. 5, RSS = 2.35386e-09, Par. = -0.00262337 0.000684414 -44.8888 77.359
## It. 6, RSS = 2.08223e-09, Par. = -0.0027912 0.000715526 -43.6837 75.5161
## It. 7, RSS = 1.92185e-09, Par. = -0.00295521 0.00074726 -42.6269 73.8219
## It. 8, RSS = 1.87527e-09, Par. = -0.0029317 0.000839428 -45.1897 71.1943
## It. 9, RSS = 1.86508e-09, Par. = -0.00291503 0.000857917 -45.7888 70.7042
## It. 10, RSS = 1.86395e-09, Par. = -0.00289732 0.000868425 -46.2509 70.4324
## It. 11, RSS = 1.86272e-09, Par. = -0.0028609 0.000888424 -47.1673 69.9097
## It. 12, RSS = 1.86051e-09, Par. = -0.00282872 0.000907579 -48.0259 69.3655
## It. 13, RSS = 1.85892e-09, Par. = -0.00281323 0.000917599 -48.4628 69.0598
## It. 14, RSS = 1.85769e-09, Par. = -0.00278189 0.000937037 -49.3156 68.4662
## It. 15, RSS = 1.85585e-09, Par. = -0.00275384 0.000955713 -50.1158 67.8575
## It. 16, RSS = 1.85448e-09, Par. = -0.00273754 0.000967245 -50.5979 67.4613
## It. 17, RSS = 1.8534e-09, Par. = -0.0027051 0.000989604 -51.5339 66.6835
## It. 18, RSS = 1.85146e-09, Par. = -0.00267621 0.001011 -52.404 65.892
## It. 19, RSS = 1.85009e-09, Par. = -0.00266205 0.00102224 -52.8465 65.4539
## It. 20, RSS = 1.84901e-09, Par. = -0.00263326 0.00104404 -53.7102 64.5978
## It. 21, RSS = 1.84739e-09, Par. = -0.0026072 0.00106496 -54.5148 63.7343
## It. 22, RSS = 1.84618e-09, Par. = -0.00259192 0.00107781 -54.9946 63.1809
## It. 23, RSS = 1.84523e-09, Par. = -0.00256133 0.00110272 -55.9253 62.093
## It. 24, RSS = 1.84352e-09, Par. = -0.00253364 0.00112653 -56.7826 61.0009
## It. 25, RSS = 1.84232e-09, Par. = -0.00251977 0.00113907 -57.2164 60.4007
## It. 26, RSS = 1.84136e-09, Par. = -0.0024915 0.00116339 -58.0628 59.2232
## It. 27, RSS = 1.83992e-09, Par. = -0.00246547 0.0011867 -58.8429 58.0464
## It. 28, RSS = 1.83884e-09, Par. = -0.00244997 0.00120098 -59.3025 57.2988
## It. 29, RSS = 1.83799e-09, Par. = -0.0024188 0.00122866 -60.192 55.826
## It. 30, RSS = 1.83645e-09, Par. = -0.00239 0.00125508 -60.9997 54.3587
## It. 31, RSS = 1.83537e-09, Par. = -0.00237522 0.00126902 -61.403 53.5548
## It. 32, RSS = 1.83451e-09, Par. = -0.00234505 0.00129606 -62.1884 51.9727
## It. 33, RSS = 1.83318e-09, Par. = -0.00231672 0.00132194 -62.8988 50.3989
## It. 34, RSS = 1.8322e-09, Par. = -0.00229943 0.00133786 -63.3112 49.3975
## It. 35, RSS = 1.8314e-09, Par. = -0.00226453 0.00136871 -64.1045 47.4202
## It. 36, RSS = 1.82996e-09, Par. = -0.00223155 0.00139813 -64.8028 45.4563
## It. 37, RSS = 1.82895e-09, Par. = -0.00221412 0.00141374 -65.1414 44.3761
## It. 38, RSS = 1.82811e-09, Par. = -0.00217851 0.00144398 -65.7966 42.2421
## It. 39, RSS = 1.82682e-09, Par. = -0.00214434 0.00147291 -66.3615 40.122
## It. 40, RSS = 1.82586e-09, Par. = -0.00212255 0.00149112 -66.6793 38.7411
## It. 41, RSS = 1.82506e-09, Par. = -0.00207839 0.00152634 -67.2766 36.0044
## It. 42, RSS = 1.82353e-09, Par. = -0.00203569 0.00155985 -67.7493 33.2863
## It. 43, RSS = 1.82249e-09, Par. = -0.0020117 0.00157828 -67.9548 31.7335
## It. 44, RSS = 1.82157e-09, Par. = -0.00196257 0.00161387 -68.3352 28.6492
## It. 45, RSS = 1.82006e-09, Par. = -0.00191434 0.0016478 -68.5795 25.5784
## It. 46, RSS = 1.81891e-09, Par. = -0.00187887 0.00167174 -68.6707 23.3213
## It. 47, RSS = 1.81792e-09, Par. = -0.00180654 0.00171771 -68.7685 18.8213
## It. 48, RSS = 1.81552e-09, Par. = -0.00173445 0.00176111 -68.6028 14.3253
## It. 49, RSS = 1.8137e-09, Par. = -0.00166948 0.00179731 -68.2513 10.3509
## It. 50, RSS = 1.81161e-09, Par. = -0.00153491 0.00186569 -67.2501 2.36364
## It. 51, RSS = 1.8081e-09, Par. = -0.00139483 0.00192898 -65.3865 -5.69843
## It. 52, RSS = 1.80578e-09, Par. = -0.00133658 0.00195304 -64.2094 -8.85597
## It. 53, RSS = 1.80426e-09, Par. = -0.00120887 0.00199716 -61.8187 -15.4651
## It. 54, RSS = 1.8005e-09, Par. = -0.00116831 0.00201119 -60.7389 -17.4093
## It. 55, RSS = 1.79951e-09, Par. = -0.00107978 0.00203644 -58.643 -21.5769
## It. 56, RSS = 1.79831e-09, Par. = -0.000996391 0.00205885 -56.3816 -25.2487
## It. 57, RSS = 1.79282e-09, Par. = -0.000955455 0.00206943 -55.1344 -26.8917
## It. 58, RSS = 1.79124e-09, Par. = -0.000928348 0.00207583 -54.3086 -27.9565
## It. 59, RSS = 1.79001e-09, Par. = -0.000872129 0.00208835 -52.5888 -30.1385
## It. 60, RSS = 1.78769e-09, Par. = -0.000818798 0.00210003 -50.8342 -32.0506
## It. 61, RSS = 1.78572e-09, Par. = -0.000761476 0.00211202 -48.8617 -33.9623
## It. 62, RSS = 1.78227e-09, Par. = -0.000709592 0.00212262 -46.9719 -35.5205
## It. 63, RSS = 1.78038e-09, Par. = -0.000653464 0.00213365 -44.845 -37.0472
## It. 64, RSS = 1.77586e-09, Par. = -0.000603312 0.00214343 -42.8378 -38.2052
## It. 65, RSS = 1.77225e-09, Par. = -0.000554005 0.00215283 -40.787 -39.1703
## It. 66, RSS = 1.76841e-09, Par. = -0.000505711 0.00216198 -38.6919 -39.9149
## It. 67, RSS = 1.76416e-09, Par. = -0.000458511 0.00217091 -36.5585 -40.426
## It. 68, RSS = 1.75941e-09, Par. = -0.000412498 0.00217964 -34.3936 -40.6909
## It. 69, RSS = 1.75405e-09, Par. = -0.000367768 0.00218818 -32.205 -40.6981
## It. 70, RSS = 1.74795e-09, Par. = -0.000324425 0.00219652 -30.0015 -40.437
## It. 71, RSS = 1.74092e-09, Par. = -0.00028257 0.00220464 -27.7929 -39.8996
## It. 72, RSS = 1.73181e-09, Par. = -0.000243024 0.0022126 -25.6303 -39.0984
## It. 73, RSS = 1.72611e-09, Par. = -0.000202901 0.00222109 -23.3636 -37.9812
## It. 74, RSS = 1.6986e-09, Par. = -0.000186586 0.00222497 -22.3894 -37.2771
## It. 75, RSS = 1.69263e-09, Par. = -0.000171954 0.00222818 -21.5271 -36.6999
## It. 76, RSS = 1.69014e-09, Par. = -0.000142693 0.00223452 -19.7898 -35.4756
## It. 77, RSS = 1.67348e-09, Par. = -0.000129968 0.00223757 -18.9908 -34.7266
## It. 78, RSS = 1.66879e-09, Par. = -0.000103709 0.00224333 -17.3721 -33.3041
## It. 79, RSS = 1.65211e-09, Par. = -8.02927e-05 0.00224864 -15.8707 -31.7235
## It. 80, RSS = 1.63696e-09, Par. = -5.64558e-05 0.00225389 -14.3188 -29.9253
## It. 81, RSS = 1.61486e-09, Par. = -3.60655e-05 0.00225829 -12.9565 -28.1454
## It. 82, RSS = 1.59885e-09, Par. = -2.8975e-05 0.00225983 -12.4692 -27.4064
## It. 83, RSS = 1.58609e-09, Par. = -1.46079e-05 0.00226267 -11.4992 -26.0398
## It. 84, RSS = 1.57029e-09, Par. = -2.39503e-06 0.00226506 -10.6523 -24.724
## It. 85, RSS = 1.56461e-09, Par. = 1.98492e-05 0.00226918 -9.10677 -22.2416
## It. 86, RSS = 1.5245e-09, Par. = 3.03035e-05 0.00227112 -8.33838 -20.7476
## It. 87, RSS = 1.51054e-09, Par. = 3.93049e-05 0.00227259 -7.69671 -19.5315
## It. 88, RSS = 1.50699e-09, Par. = 5.65297e-05 0.00227531 -6.44885 -17.0889
## It. 89, RSS = 1.48176e-09, Par. = 6.40174e-05 0.00227647 -5.87576 -15.7578
## It. 90, RSS = 1.47985e-09, Par. = 6.80919e-05 0.00221606 -5.57151 -14.8954
## It. 91, RSS = 1.47985e-09, Par. = 6.80168e-05 0.00220345 -5.57595 -14.8698
## It. 92, RSS = 1.47985e-09, Par. = 6.80511e-05 0.00217856 -5.57084 -14.7879
## It. 93, RSS = 1.47985e-09, Par. = 6.81265e-05 0.00212878 -5.55998 -14.6212
## It. 94, RSS = 1.47984e-09, Par. = 6.81733e-05 0.00210389 -5.55366 -14.5329
## It. 95, RSS = 1.47984e-09, Par. = 6.82547e-05 0.00205412 -5.542 -14.3596
## It. 0, RSS = 3.65809e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.52591e-08, Par. = -0.00198569 0.000211073 -18.1706 74.7558
## It. 2, RSS = 1.40361e-08, Par. = -0.00151119 0.000461606 -54.3822 99.3128
## It. 3, RSS = 5.70302e-09, Par. = -0.00233124 0.00059788 -47.6477 83.0057
## It. 4, RSS = 2.35252e-09, Par. = -0.00247274 0.000631646 -45.9382 81.4085
## It. 5, RSS = 1.78701e-09, Par. = -0.00280928 0.00069393 -43.5082 77.2994
## It. 6, RSS = 1.6374e-09, Par. = -0.00272691 0.000869814 -49.3385 71.9939
## It. 7, RSS = 1.62666e-09, Par. = -0.00273523 0.000907249 -50.0776 70.6469
## It. 8, RSS = 1.62481e-09, Par. = -0.00272826 0.000914087 -50.3243 70.4318
## It. 9, RSS = 1.62386e-09, Par. = -0.00271022 0.000926381 -50.8773 70.0385
## It. 10, RSS = 1.62305e-09, Par. = -0.00267534 0.000950101 -51.9505 69.2547
## It. 11, RSS = 1.6209e-09, Par. = -0.00264485 0.000972687 -52.9415 68.4507
## It. 12, RSS = 1.61933e-09, Par. = -0.00261271 0.000997335 -54.0004 67.5283
## It. 13, RSS = 1.61742e-09, Par. = -0.00258368 0.00102075 -54.9796 66.6009
## It. 14, RSS = 1.61577e-09, Par. = -0.00255688 0.00104306 -55.8904 65.6747
## It. 15, RSS = 1.61458e-09, Par. = -0.00254413 0.00105437 -56.3368 65.1807
## It. 16, RSS = 1.61365e-09, Par. = -0.00251804 0.00107634 -57.2097 64.2149
## It. 17, RSS = 1.61229e-09, Par. = -0.00249422 0.0010974 -58.0211 63.2449
## It. 18, RSS = 1.61126e-09, Par. = -0.00247963 0.00111079 -58.521 62.6039
## It. 19, RSS = 1.61046e-09, Par. = -0.00245043 0.00113675 -59.489 61.3418
## It. 20, RSS = 1.60895e-09, Par. = -0.00242382 0.0011615 -60.3751 60.0792
## It. 21, RSS = 1.60789e-09, Par. = -0.00241086 0.0011741 -60.806 59.4093
## It. 22, RSS = 1.60706e-09, Par. = -0.00238429 0.00119855 -61.6481 58.0942
## It. 23, RSS = 1.60584e-09, Par. = -0.00235959 0.00122197 -62.4211 56.7827
## It. 24, RSS = 1.60492e-09, Par. = -0.0023442 0.00123681 -62.8907 55.9221
## It. 25, RSS = 1.60419e-09, Par. = -0.00231327 0.00126558 -63.7967 54.2247
## It. 26, RSS = 1.60281e-09, Par. = -0.00228445 0.00129299 -64.6109 52.5365
## It. 27, RSS = 1.60186e-09, Par. = -0.00227002 0.00130697 -64.9998 51.642
## It. 28, RSS = 1.60109e-09, Par. = -0.00224044 0.00133409 -65.7582 49.8793
## It. 29, RSS = 1.59995e-09, Par. = -0.00221235 0.00136006 -66.4375 48.1271
## It. 30, RSS = 1.59909e-09, Par. = -0.00219436 0.00137664 -66.843 46.9694
## It. 31, RSS = 1.5984e-09, Par. = -0.00215804 0.00140876 -67.6176 44.68
## It. 32, RSS = 1.59707e-09, Par. = -0.00212336 0.00143932 -68.2829 42.407
## It. 33, RSS = 1.59615e-09, Par. = -0.00210541 0.00145506 -68.5865 41.1919
## It. 34, RSS = 1.59539e-09, Par. = -0.00206859 0.00148554 -69.173 38.7873
## It. 35, RSS = 1.59423e-09, Par. = -0.00203288 0.00151468 -69.6597 36.3968
## It. 36, RSS = 1.59335e-09, Par. = -0.00200854 0.00153404 -69.9359 34.7498
## It. 37, RSS = 1.59262e-09, Par. = -0.0019592 0.00157143 -70.4385 31.4797
## It. 38, RSS = 1.59109e-09, Par. = -0.00191092 0.0016069 -70.7832 28.2266
## It. 39, RSS = 1.59007e-09, Par. = -0.00188334 0.00162645 -70.8971 26.355
## It. 40, RSS = 1.58915e-09, Par. = -0.00182661 0.00166409 -71.0855 22.6254
## It. 41, RSS = 1.58757e-09, Par. = -0.00177019 0.00169989 -71.0919 18.9005
## It. 42, RSS = 1.58625e-09, Par. = -0.00171838 0.00173072 -70.9542 15.5278
## It. 43, RSS = 1.58511e-09, Par. = -0.00161204 0.00178936 -70.467 8.76777
## It. 44, RSS = 1.58135e-09, Par. = -0.00150302 0.00184385 -69.393 1.96074
## It. 45, RSS = 1.57695e-09, Par. = -0.0012695 0.00194404 -66.2477 -11.8731
## It. 46, RSS = 1.57655e-09, Par. = -0.00122823 0.00196376 -64.7501 -14.167
## It. 47, RSS = 1.57362e-09, Par. = -0.00120228 0.00197183 -64.1452 -15.4729
## It. 48, RSS = 1.57232e-09, Par. = -0.00114911 0.0019873 -62.9072 -18.1682
## It. 49, RSS = 1.57113e-09, Par. = -0.00111405 0.00199718 -62.0046 -19.8808
## It. 50, RSS = 1.57008e-09, Par. = -0.00104094 0.00201642 -60.1017 -23.3861
## It. 51, RSS = 1.56845e-09, Par. = -0.000971504 0.00203378 -58.0861 -26.517
## It. 52, RSS = 1.56739e-09, Par. = -0.000896101 0.00205124 -55.7478 -29.7142
## It. 53, RSS = 1.56217e-09, Par. = -0.000862441 0.00205899 -54.5776 -30.9882
## It. 54, RSS = 1.56072e-09, Par. = -0.000835315 0.00206463 -53.6487 -32.0097
## It. 55, RSS = 1.56003e-09, Par. = -0.000778935 0.0020758 -51.6975 -34.0899
## It. 56, RSS = 1.55764e-09, Par. = -0.000725804 0.00208627 -49.7229 -35.8547
## It. 57, RSS = 1.55616e-09, Par. = -0.000668188 0.00209718 -47.488 -37.5961
## It. 58, RSS = 1.54999e-09, Par. = -0.000642659 0.00210225 -46.4147 -38.2196
## It. 59, RSS = 1.54825e-09, Par. = -0.000620153 0.00210632 -45.4805 -38.7802
## It. 60, RSS = 1.54775e-09, Par. = -0.000573358 0.00211451 -43.5207 -39.8999
## It. 61, RSS = 1.54286e-09, Par. = -0.000551639 0.00211865 -42.5394 -40.2756
## It. 62, RSS = 1.54281e-09, Par. = -0.000505967 0.00212654 -40.5082 -41.1112
## It. 63, RSS = 1.53655e-09, Par. = -0.000484914 0.00213057 -39.5008 -41.3336
## It. 64, RSS = 1.5343e-09, Par. = -0.00046479 0.00213412 -38.5461 -41.5585
## It. 65, RSS = 1.53426e-09, Par. = -0.000422922 0.00214134 -36.5419 -41.9676
## It. 66, RSS = 1.52687e-09, Par. = -0.000403758 0.00214504 -35.5596 -41.981
## It. 67, RSS = 1.52419e-09, Par. = -0.000384882 0.0021484 -34.5998 -42.011
## It. 68, RSS = 1.52138e-09, Par. = -0.000365953 0.00215177 -33.6241 -41.9964
## It. 69, RSS = 1.51847e-09, Par. = -0.000348068 0.00215497 -32.6865 -41.9325
## It. 70, RSS = 1.51837e-09, Par. = -0.000310954 0.00216153 -30.7211 -41.7296
## It. 71, RSS = 1.50862e-09, Par. = -0.000294221 0.00216485 -29.7784 -41.4466
## It. 72, RSS = 1.50802e-09, Par. = -0.000259849 0.00217122 -27.8692 -40.9489
## It. 73, RSS = 1.49724e-09, Par. = -0.000244666 0.00217448 -26.977 -40.5408
## It. 74, RSS = 1.49562e-09, Par. = -0.000213463 0.00218074 -25.1668 -39.7892
## It. 75, RSS = 1.48435e-09, Par. = -0.000199721 0.00218387 -24.3255 -39.2707
## It. 76, RSS = 1.48145e-09, Par. = -0.000171422 0.00218986 -22.6165 -38.2954
## It. 77, RSS = 1.47033e-09, Par. = -0.000146087 0.00219556 -21.0262 -37.1472
## It. 78, RSS = 1.46042e-09, Par. = -0.000120209 0.00220139 -19.3711 -35.7966
## It. 79, RSS = 1.44572e-09, Par. = -9.79949e-05 0.00220646 -17.9109 -34.4186
## It. 80, RSS = 1.43335e-09, Par. = -7.52239e-05 0.00221157 -16.3897 -32.8448
## It. 81, RSS = 1.41622e-09, Par. = -5.56763e-05 0.00221592 -15.0506 -31.283
## It. 82, RSS = 1.40456e-09, Par. = -4.86837e-05 0.00221752 -14.5577 -30.6179
## It. 83, RSS = 1.39368e-09, Par. = -3.42725e-05 0.00222051 -13.559 -29.3611
## It. 84, RSS = 1.3805e-09, Par. = -2.22436e-05 0.00222302 -12.7041 -28.1725
## It. 85, RSS = 1.3748e-09, Par. = 1.23551e-06 0.00222769 -11.0326 -25.7771
## It. 86, RSS = 1.33824e-09, Par. = 1.14018e-05 0.00222978 -10.2641 -24.4184
## It. 87, RSS = 1.32627e-09, Par. = 3.12489e-05 0.00223336 -8.8105 -21.9832
## It. 88, RSS = 1.29323e-09, Par. = 4.866e-05 0.00223642 -7.47425 -19.4036
## It. 89, RSS = 1.26911e-09, Par. = 6.59351e-05 0.0022392 -6.14177 -16.6251
## It. 90, RSS = 1.26069e-09, Par. = 8.13972e-05 0.00226325 -4.91827 -13.8713
## It. 91, RSS = 1.23114e-09, Par. = 8.0131e-05 0.0022949 -5.02887 -14.1005
## It. 92, RSS = 1.23109e-09, Par. = 7.99008e-05 0.00235919 -5.04925 -14.3043
## It. 93, RSS = 1.23109e-09, Par. = 7.97775e-05 0.00248016 -5.06747 -14.633
## It. 94, RSS = 1.23096e-09, Par. = 7.97239e-05 0.00254447 -5.07541 -14.7903
## It. 95, RSS = 1.23095e-09, Par. = 7.96293e-05 0.00266616 -5.09024 -15.0921
## It. 0, RSS = 3.61653e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.44948e-08, Par. = -0.00201316 0.000212962 -18.8104 76.312
## It. 2, RSS = 1.20099e-08, Par. = -0.00154899 0.000472189 -54.9936 99.0426
## It. 3, RSS = 5.36882e-09, Par. = -0.00235362 0.000611956 -47.8051 82.4741
## It. 4, RSS = 1.86647e-09, Par. = -0.00301736 0.000765612 -42.5882 73.3139
## It. 5, RSS = 1.81041e-09, Par. = -0.00291181 0.000788938 -44.1767 73.0661
## It. 6, RSS = 1.79426e-09, Par. = -0.00284678 0.000817313 -45.6474 72.3626
## It. 7, RSS = 1.78766e-09, Par. = -0.00279308 0.000844311 -46.9633 71.6088
## It. 8, RSS = 1.78498e-09, Par. = -0.00273829 0.000873684 -48.3598 70.7155
## It. 9, RSS = 1.7802e-09, Par. = -0.0026914 0.000901238 -49.6289 69.7923
## It. 10, RSS = 1.7777e-09, Par. = -0.00264334 0.000930988 -50.9654 68.7231
## It. 11, RSS = 1.77381e-09, Par. = -0.00260147 0.000958951 -52.1804 67.6373
## It. 12, RSS = 1.77152e-09, Par. = -0.00255834 0.00098897 -53.4501 66.4006
## It. 13, RSS = 1.76829e-09, Par. = -0.00252009 0.00101724 -54.6044 65.1579
## It. 14, RSS = 1.76619e-09, Par. = -0.00248048 0.00104743 -55.8009 63.7611
## It. 15, RSS = 1.76347e-09, Par. = -0.00244476 0.00107592 -56.8882 62.3671
## It. 16, RSS = 1.76154e-09, Par. = -0.00240759 0.00110616 -58.0053 60.8175
## It. 17, RSS = 1.7592e-09, Par. = -0.00237354 0.00113478 -59.019 59.2773
## It. 18, RSS = 1.75742e-09, Par. = -0.00233797 0.00116497 -60.0503 57.5818
## It. 19, RSS = 1.75538e-09, Par. = -0.00230488 0.00119361 -60.9839 55.9006
## It. 20, RSS = 1.75362e-09, Par. = -0.00227358 0.00122085 -61.8338 54.2367
## It. 21, RSS = 1.75236e-09, Par. = -0.00225847 0.00123446 -62.2326 53.373
## It. 22, RSS = 1.75135e-09, Par. = -0.00222742 0.00126084 -63.0114 51.6735
## It. 23, RSS = 1.74988e-09, Par. = -0.00219825 0.00128616 -63.7145 49.9827
## It. 24, RSS = 1.74877e-09, Par. = -0.0021792 0.00130283 -64.1499 48.833
## It. 25, RSS = 1.74789e-09, Par. = -0.00214086 0.0013351 -64.982 46.5607
## It. 26, RSS = 1.74612e-09, Par. = -0.00210477 0.00136585 -65.7035 44.3042
## It. 27, RSS = 1.74491e-09, Par. = -0.00208675 0.00138137 -66.0293 43.1245
## It. 28, RSS = 1.74393e-09, Par. = -0.0020497 0.0014114 -66.6612 40.7932
## It. 29, RSS = 1.74246e-09, Par. = -0.00201414 0.00144018 -67.198 38.4766
## It. 30, RSS = 1.74134e-09, Par. = -0.00198952 0.00145984 -67.5199 36.8419
## It. 31, RSS = 1.74044e-09, Par. = -0.00193975 0.00149778 -68.1118 33.5998
## It. 32, RSS = 1.73846e-09, Par. = -0.00189171 0.00153385 -68.5479 30.3796
## It. 33, RSS = 1.73716e-09, Par. = -0.00186548 0.00155317 -68.7104 28.5886
## It. 34, RSS = 1.73601e-09, Par. = -0.00181144 0.00159036 -69.0018 25.026
## It. 35, RSS = 1.73413e-09, Par. = -0.00175832 0.00162589 -69.1292 21.4767
## It. 36, RSS = 1.73257e-09, Par. = -0.00171145 0.00165572 -69.1165 18.3655
## It. 37, RSS = 1.73131e-09, Par. = -0.00161585 0.0017127 -68.9193 12.1501
## It. 38, RSS = 1.7271e-09, Par. = -0.00151985 0.00176619 -68.2488 5.93221
## It. 39, RSS = 1.72315e-09, Par. = -0.00131785 0.00186552 -66.1403 -6.59741
## It. 40, RSS = 1.72049e-09, Par. = -0.00130385 0.00187738 -65.433 -7.59812
## It. 41, RSS = 1.71899e-09, Par. = -0.00126085 0.00189406 -64.6248 -10.016
## It. 42, RSS = 1.71691e-09, Par. = -0.0011716 0.00192657 -62.8576 -14.9306
## It. 43, RSS = 1.71537e-09, Par. = -0.00108648 0.00195573 -60.8414 -19.3922
## It. 44, RSS = 1.71434e-09, Par. = -0.000994003 0.0019846 -58.4068 -23.9565
## It. 45, RSS = 1.70771e-09, Par. = -0.000952845 0.00199719 -57.1293 -25.8
## It. 46, RSS = 1.70583e-09, Par. = -0.000922131 0.00200558 -56.1917 -27.1498
## It. 47, RSS = 1.70477e-09, Par. = -0.000858178 0.00202206 -54.2162 -29.9107
## It. 48, RSS = 1.70214e-09, Par. = -0.000798047 0.00203728 -52.1835 -32.2924
## It. 49, RSS = 1.70046e-09, Par. = -0.00073282 0.00205296 -49.8564 -34.6739
## It. 50, RSS = 1.69322e-09, Par. = -0.000704051 0.00206008 -48.7242 -35.5598
## It. 51, RSS = 1.69116e-09, Par. = -0.000678923 0.00206573 -47.7497 -36.3393
## It. 52, RSS = 1.69053e-09, Par. = -0.000626575 0.00207702 -45.6977 -37.9095
## It. 53, RSS = 1.68487e-09, Par. = -0.000602414 0.00208262 -44.662 -38.477
## It. 54, RSS = 1.68249e-09, Par. = -0.000576893 0.00208805 -43.5805 -39.0854
## It. 55, RSS = 1.68016e-09, Par. = -0.000555033 0.00209267 -42.6317 -39.557
## It. 56, RSS = 1.67927e-09, Par. = -0.000509546 0.00210202 -40.637 -40.483
## It. 57, RSS = 1.67272e-09, Par. = -0.000488645 0.00210671 -39.6474 -40.7462
## It. 58, RSS = 1.67223e-09, Par. = -0.000444498 0.0021157 -37.5903 -41.3561
## It. 59, RSS = 1.66393e-09, Par. = -0.000424361 0.00212021 -36.5806 -41.4527
## It. 60, RSS = 1.66064e-09, Par. = -0.000403091 0.00212459 -35.5242 -41.5739
## It. 61, RSS = 1.65733e-09, Par. = -0.000384453 0.00212844 -34.5811 -41.6258
## It. 62, RSS = 1.65624e-09, Par. = -0.000345653 0.00213627 -32.5999 -41.6717
## It. 63, RSS = 1.64648e-09, Par. = -0.000328106 0.00214019 -31.6427 -41.5027
## It. 64, RSS = 1.64552e-09, Par. = -0.000290873 0.00214773 -29.6404 -41.2218
## It. 65, RSS = 1.63353e-09, Par. = -0.000274177 0.00215147 -28.6841 -40.8896
## It. 66, RSS = 1.63257e-09, Par. = -0.000238612 0.00215867 -26.6766 -40.2736
## It. 67, RSS = 1.61794e-09, Par. = -0.000222897 0.00216221 -25.7333 -39.778
## It. 68, RSS = 1.61562e-09, Par. = -0.000190356 0.00216898 -23.8103 -38.8593
## It. 69, RSS = 1.59972e-09, Par. = -0.000176266 0.00217232 -22.9282 -38.241
## It. 70, RSS = 1.59528e-09, Par. = -0.000147014 0.0021787 -21.1253 -37.0726
## It. 71, RSS = 1.57893e-09, Par. = -0.000121211 0.00218468 -19.4675 -35.7194
## It. 72, RSS = 1.56443e-09, Par. = -9.46212e-05 0.00219079 -17.7275 -34.1234
## It. 73, RSS = 1.54217e-09, Par. = -7.22655e-05 0.00219596 -16.2208 -32.5228
## It. 74, RSS = 1.52787e-09, Par. = -6.55614e-05 0.00219759 -15.7527 -31.9231
## It. 75, RSS = 1.51557e-09, Par. = -5.14693e-05 0.00220064 -14.7904 -30.8145
## It. 76, RSS = 1.5124e-09, Par. = -2.35934e-05 0.0022066 -12.8588 -28.4174
## It. 77, RSS = 1.46543e-09, Par. = -1.20846e-05 0.00220922 -12.0042 -27.0543
## It. 78, RSS = 1.45345e-09, Par. = 1.20543e-05 0.00221395 -10.2757 -24.4827
## It. 79, RSS = 1.40495e-09, Par. = 3.28822e-05 0.00221796 -8.70218 -21.7093
## It. 80, RSS = 1.35892e-09, Par. = 5.32163e-05 0.00222144 -7.15727 -18.7355
## It. 81, RSS = 1.30013e-09, Par. = 7.01105e-05 0.00222407 -5.8352 -15.8802
## It. 82, RSS = 1.2594e-09, Par. = 7.58153e-05 0.00222491 -5.38333 -14.7505
## It. 83, RSS = 1.24825e-09, Par. = 8.72567e-05 0.00222661 -4.4869 -12.6727
## It. 84, RSS = 1.23868e-09, Par. = 8.86369e-05 0.00227529 -4.36633 -12.4079
## It. 85, RSS = 1.23864e-09, Par. = 8.86232e-05 0.00237351 -4.37481 -12.6348
## It. 86, RSS = 1.23859e-09, Par. = 8.85616e-05 0.00246245 -4.38435 -12.8354
## It. 87, RSS = 1.23856e-09, Par. = 8.84965e-05 0.00256068 -4.39439 -13.0503
## It. 88, RSS = 1.23853e-09, Par. = 8.84407e-05 0.00265065 -4.4029 -13.238
## It. 89, RSS = 1.2385e-09, Par. = 8.83844e-05 0.00274888 -4.41158 -13.4363
## It. 90, RSS = 1.23847e-09, Par. = 8.83358e-05 0.00283947 -4.41903 -13.6114
## It. 91, RSS = 1.23845e-09, Par. = 8.82869e-05 0.00293771 -4.42659 -13.7955
## It. 92, RSS = 1.23842e-09, Par. = 8.82442e-05 0.00302882 -4.43316 -13.9594
## It. 93, RSS = 1.2384e-09, Par. = 8.82013e-05 0.00312707 -4.43982 -14.131
## It. 94, RSS = 1.23838e-09, Par. = 8.81634e-05 0.00321867 -4.44564 -14.2852
## It. 95, RSS = 1.23836e-09, Par. = 8.81255e-05 0.00331691 -4.45154 -14.4459
## It. 96, RSS = 1.23834e-09, Par. = 8.80918e-05 0.00340895 -4.45675 -14.5912
## It. 97, RSS = 1.23833e-09, Par. = 8.8058e-05 0.00350719 -4.46201 -14.7422
## It. 0, RSS = 3.4008e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.31487e-08, Par. = -0.00186681 0.000211692 -17.7379 71.4666
## It. 2, RSS = 6.92194e-09, Par. = -0.00189068 0.000207839 -18.9385 69.8575
## It. 3, RSS = 5.902e-09, Par. = -0.00194459 0.000230368 -19.8042 66.588
## It. 4, RSS = 5.09735e-09, Par. = -0.00206068 0.000278241 -20.4312 59.9207
## It. 5, RSS = 2.86684e-09, Par. = -0.00221038 0.000328122 -20.3668 55.6808
## It. 6, RSS = 2.03572e-09, Par. = -0.00234707 0.000364995 -20.2567 53.2482
## It. 7, RSS = 1.74531e-09, Par. = -0.00228055 0.000436153 -22.5539 52.0242
## It. 8, RSS = 1.71502e-09, Par. = -0.00225813 0.000450382 -23.0051 51.7867
## It. 9, RSS = 1.71235e-09, Par. = -0.00223127 0.000456287 -23.3189 51.7273
## It. 10, RSS = 1.70884e-09, Par. = -0.0021732 0.000466768 -23.9429 51.6298
## It. 11, RSS = 1.70393e-09, Par. = -0.00212265 0.000476826 -24.5326 51.4898
## It. 12, RSS = 1.70016e-09, Par. = -0.00209133 0.000483689 -24.9252 51.3704
## It. 13, RSS = 1.69745e-09, Par. = -0.00203093 0.000496835 -25.6782 51.1361
## It. 14, RSS = 1.69184e-09, Par. = -0.00198024 0.000509418 -26.378 50.8505
## It. 15, RSS = 1.68799e-09, Par. = -0.00195751 0.000515862 -26.7233 50.6768
## It. 16, RSS = 1.68517e-09, Par. = -0.00191161 0.000528185 -27.3901 50.3518
## It. 17, RSS = 1.68106e-09, Par. = -0.00187193 0.000540023 -28.0137 49.9934
## It. 18, RSS = 1.67798e-09, Par. = -0.00184783 0.00054788 -28.4158 49.7315
## It. 19, RSS = 1.67571e-09, Par. = -0.00180085 0.000562952 -29.1874 49.2194
## It. 20, RSS = 1.67121e-09, Par. = -0.00176091 0.000577358 -29.8988 48.6699
## It. 21, RSS = 1.66811e-09, Par. = -0.0017422 0.00058492 -30.2568 48.3549
## It. 22, RSS = 1.66581e-09, Par. = -0.00170435 0.000599412 -30.9491 47.7498
## It. 23, RSS = 1.66234e-09, Par. = -0.00167133 0.000613313 -31.5902 47.121
## It. 24, RSS = 1.65978e-09, Par. = -0.00165144 0.000622357 -31.9924 46.687
## It. 25, RSS = 1.65786e-09, Par. = -0.00161231 0.00063972 -32.7641 45.8378
## It. 26, RSS = 1.65414e-09, Par. = -0.00157848 0.000656299 -33.4676 44.9666
## It. 27, RSS = 1.65159e-09, Par. = -0.00156196 0.000665181 -33.8255 44.473
## It. 28, RSS = 1.64965e-09, Par. = -0.00152845 0.000682222 -34.5174 43.5141
## It. 29, RSS = 1.64666e-09, Par. = -0.0014988 0.000698549 -35.1488 42.5437
## It. 30, RSS = 1.64448e-09, Par. = -0.00148086 0.000709051 -35.5354 41.8927
## It. 31, RSS = 1.64281e-09, Par. = -0.00144523 0.000729221 -36.2753 40.6165
## It. 32, RSS = 1.63961e-09, Par. = -0.00141378 0.000748468 -36.9364 39.3347
## It. 33, RSS = 1.63743e-09, Par. = -0.00139769 0.000758997 -37.2731 38.6049
## It. 34, RSS = 1.63573e-09, Par. = -0.001365 0.000779197 -37.9214 37.1778
## It. 35, RSS = 1.63304e-09, Par. = -0.00133549 0.000798538 -38.4965 35.7534
## It. 36, RSS = 1.63108e-09, Par. = -0.00131716 0.000811033 -38.8401 34.802
## It. 37, RSS = 1.62955e-09, Par. = -0.00128051 0.000835013 -39.4907 32.9323
## It. 38, RSS = 1.62657e-09, Par. = -0.00124731 0.000857891 -40.0439 31.075
## It. 39, RSS = 1.62456e-09, Par. = -0.00122914 0.000870902 -40.3205 29.9849
## It. 40, RSS = 1.62293e-09, Par. = -0.00119214 0.000895818 -40.8439 27.8412
## It. 41, RSS = 1.62019e-09, Par. = -0.00115793 0.000919663 -41.2663 25.7171
## It. 42, RSS = 1.61819e-09, Par. = -0.00113477 0.000935986 -41.5056 24.2195
## It. 43, RSS = 1.61659e-09, Par. = -0.00108819 0.000967201 -41.9293 21.2653
## It. 44, RSS = 1.61306e-09, Par. = -0.00104478 0.000996957 -42.1946 18.348
## It. 45, RSS = 1.61067e-09, Par. = -0.00101486 0.00101735 -42.2867 16.2873
## It. 46, RSS = 1.60853e-09, Par. = -0.000954042 0.0010561 -42.3858 12.2103
## It. 47, RSS = 1.60382e-09, Par. = -0.000896177 0.00109304 -42.2186 8.19573
## It. 48, RSS = 1.60047e-09, Par. = -0.000779338 0.00116206 -41.4862 0.298354
## It. 49, RSS = 1.5956e-09, Par. = -0.000725641 0.00119608 -40.5141 -3.45294
## It. 50, RSS = 1.58982e-09, Par. = -0.000664057 0.00122754 -39.4101 -7.28666
## It. 51, RSS = 1.58695e-09, Par. = -0.00063712 0.0012414 -38.7745 -8.8956
## It. 52, RSS = 1.58398e-09, Par. = -0.000579369 0.00126739 -37.4687 -12.2303
## It. 53, RSS = 1.58105e-09, Par. = -0.000525457 0.00129127 -35.9982 -15.1467
## It. 54, RSS = 1.57842e-09, Par. = -0.000467685 0.00131529 -34.2416 -18.0222
## It. 55, RSS = 1.57323e-09, Par. = -0.000416503 0.00133571 -32.477 -20.2834
## It. 56, RSS = 1.56861e-09, Par. = -0.000366581 0.00135447 -30.6058 -22.2195
## It. 57, RSS = 1.56389e-09, Par. = -0.000318299 0.00137182 -28.6347 -23.7876
## It. 58, RSS = 1.55858e-09, Par. = -0.000271749 0.00138787 -26.5797 -24.9657
## It. 59, RSS = 1.55252e-09, Par. = -0.000227036 0.00140269 -24.457 -25.7337
## It. 60, RSS = 1.54547e-09, Par. = -0.000184259 0.00141635 -22.2837 -26.0735
## It. 61, RSS = 1.53711e-09, Par. = -0.000143514 0.00142887 -20.0777 -25.9702
## It. 62, RSS = 1.52702e-09, Par. = -0.000104892 0.00144026 -17.8579 -25.4129
## It. 63, RSS = 1.51468e-09, Par. = -6.8474e-05 0.00145052 -15.644 -24.3958
## It. 64, RSS = 1.49956e-09, Par. = -3.43357e-05 0.00145963 -13.4561 -22.9188
## It. 65, RSS = 1.48131e-09, Par. = -2.5419e-06 0.00146755 -11.3147 -20.9877
## It. 66, RSS = 1.4706e-09, Par. = 2.79887e-05 0.0014747 -9.16048 -18.5328
## It. 67, RSS = 1.37957e-09, Par. = 3.98858e-05 0.00147755 -8.26593 -17.1239
## It. 68, RSS = 1.36938e-09, Par. = 4.61012e-05 0.0014788 -7.81846 -16.4632
## It. 69, RSS = 1.35956e-09, Par. = 5.8011e-05 0.00148116 -6.93654 -15.1564
## It. 70, RSS = 1.35165e-09, Par. = 6.14827e-05 0.00148189 -6.6625 -14.658
## It. 71, RSS = 1.34682e-09, Par. = 6.87781e-05 0.00148326 -6.11005 -13.7477
## It. 72, RSS = 1.34621e-09, Par. = 7.46728e-05 0.00152941 -5.66312 -13.1674
## It. 73, RSS = 1.34418e-09, Par. = 7.44785e-05 0.00150686 -5.67032 -13.0467
## It. 74, RSS = 1.34418e-09, Par. = 7.45083e-05 0.00149751 -5.6657 -12.9957
## It. 75, RSS = 1.34418e-09, Par. = 7.45674e-05 0.00147881 -5.65684 -12.896
## It. 76, RSS = 1.34418e-09, Par. = 7.46315e-05 0.00146012 -5.64746 -12.7939
## It. 77, RSS = 1.34418e-09, Par. = 7.46685e-05 0.00145061 -5.64227 -12.7405
## It. 78, RSS = 1.34418e-09, Par. = 7.47328e-05 0.0014316 -5.63268 -12.6354
## It. 79, RSS = 1.34417e-09, Par. = 7.48025e-05 0.00141259 -5.62251 -12.5279
## It. 80, RSS = 1.34417e-09, Par. = 7.48397e-05 0.00140388 -5.61735 -12.4769
## It. 81, RSS = 1.34417e-09, Par. = 7.49028e-05 0.00138647 -5.60797 -12.3771
## It. 82, RSS = 1.34417e-09, Par. = 7.49439e-05 0.00137678 -5.60218 -12.3197
## It. 83, RSS = 1.34417e-09, Par. = 7.50169e-05 0.00135744 -5.59135 -12.2064
## It. 84, RSS = 1.34417e-09, Par. = 7.50964e-05 0.00133807 -5.57982 -12.0902
## It. 85, RSS = 1.34417e-09, Par. = 7.51785e-05 0.00131871 -5.56794 -11.9721
## It. 86, RSS = 1.34417e-09, Par. = 7.52632e-05 0.00129935 -5.55571 -11.852
## It. 87, RSS = 1.34416e-09, Par. = 7.53506e-05 0.00127999 -5.54312 -11.73
## It. 88, RSS = 1.34416e-09, Par. = 7.54408e-05 0.00126064 -5.53015 -11.606
## It. 89, RSS = 1.34416e-09, Par. = 7.55339e-05 0.00124129 -5.51677 -11.4799
## It. 90, RSS = 1.34416e-09, Par. = 7.56302e-05 0.00122194 -5.50298 -11.3517
## It. 91, RSS = 1.34416e-09, Par. = 7.57297e-05 0.00120259 -5.48875 -11.2212
## It. 92, RSS = 1.34416e-09, Par. = 7.58326e-05 0.00118325 -5.47406 -11.0884
## It. 93, RSS = 1.34415e-09, Par. = 7.59391e-05 0.00116391 -5.4589 -10.9533
## It. 94, RSS = 1.34415e-09, Par. = 7.60493e-05 0.00114458 -5.44323 -10.8157
## It. 95, RSS = 1.34415e-09, Par. = 7.61634e-05 0.00112528 -5.42705 -10.6759
## It. 0, RSS = 3.21759e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.19477e-08, Par. = -0.00186566 0.000212435 -17.9643 72.0057
## It. 2, RSS = 6.37825e-09, Par. = -0.00188977 0.000209296 -19.1372 70.4041
## It. 3, RSS = 5.42413e-09, Par. = -0.00194247 0.000231306 -19.9794 67.2416
## It. 4, RSS = 4.63686e-09, Par. = -0.00205614 0.000277804 -20.6335 60.7605
## It. 5, RSS = 2.61053e-09, Par. = -0.00219997 0.000326347 -20.5949 56.5124
## It. 6, RSS = 1.82713e-09, Par. = -0.00232836 0.00036167 -20.5019 54.1266
## It. 7, RSS = 1.56417e-09, Par. = -0.00228038 0.000430937 -22.6939 52.776
## It. 8, RSS = 1.5108e-09, Par. = -0.00225631 0.000444565 -23.131 52.5747
## It. 9, RSS = 1.50714e-09, Par. = -0.00222201 0.000451701 -23.5293 52.5158
## It. 10, RSS = 1.50365e-09, Par. = -0.00214988 0.000464465 -24.3137 52.4064
## It. 11, RSS = 1.49636e-09, Par. = -0.00208857 0.000476675 -25.0464 52.2205
## It. 12, RSS = 1.49089e-09, Par. = -0.00202526 0.000490365 -25.85 51.966
## It. 13, RSS = 1.48424e-09, Par. = -0.00197124 0.000503399 -26.5949 51.667
## It. 14, RSS = 1.47907e-09, Par. = -0.001917 0.00051748 -27.3828 51.2989
## It. 15, RSS = 1.47335e-09, Par. = -0.00187006 0.000530892 -28.1131 50.8963
## It. 16, RSS = 1.46931e-09, Par. = -0.00184779 0.000538084 -28.4905 50.651
## It. 17, RSS = 1.46627e-09, Par. = -0.00180295 0.000551844 -29.2191 50.1838
## It. 18, RSS = 1.46165e-09, Par. = -0.00176433 0.000565044 -29.8961 49.682
## It. 19, RSS = 1.45826e-09, Par. = -0.00174167 0.000573534 -30.3167 49.332
## It. 20, RSS = 1.45571e-09, Par. = -0.00169713 0.000589815 -31.1244 48.6487
## It. 21, RSS = 1.45089e-09, Par. = -0.00165914 0.000605373 -31.865 47.931
## It. 22, RSS = 1.44758e-09, Par. = -0.00164047 0.000613871 -32.2511 47.5099
## It. 23, RSS = 1.44506e-09, Par. = -0.00160275 0.000630156 -32.9966 46.6948
## It. 24, RSS = 1.44114e-09, Par. = -0.00156987 0.000645754 -33.6806 45.8576
## It. 25, RSS = 1.43829e-09, Par. = -0.00155051 0.000655674 -34.0965 45.2968
## It. 26, RSS = 1.43612e-09, Par. = -0.0015121 0.000674707 -34.8941 44.1992
## It. 27, RSS = 1.43205e-09, Par. = -0.0014787 0.000692875 -35.6139 43.0842
## It. 28, RSS = 1.42927e-09, Par. = -0.00146161 0.000702972 -35.9902 42.4344
## It. 29, RSS = 1.42711e-09, Par. = -0.00142695 0.00072233 -36.7152 41.1668
## It. 30, RSS = 1.42367e-09, Par. = -0.00139618 0.000740853 -37.3663 39.8922
## It. 31, RSS = 1.42119e-09, Par. = -0.0013777 0.000752621 -37.7538 39.0509
## It. 32, RSS = 1.41927e-09, Par. = -0.00134073 0.000775196 -38.4925 37.3999
## It. 33, RSS = 1.41563e-09, Par. = -0.00130779 0.000796735 -39.1373 35.7507
## It. 34, RSS = 1.41316e-09, Par. = -0.00128999 0.000809026 -39.4714 34.7757
## It. 35, RSS = 1.41119e-09, Par. = -0.00125377 0.000832569 -40.109 32.8626
## It. 36, RSS = 1.40791e-09, Par. = -0.00122085 0.000855087 -40.6509 30.9605
## It. 37, RSS = 1.40557e-09, Par. = -0.00119991 0.000869819 -40.9636 29.6765
## It. 38, RSS = 1.40369e-09, Par. = -0.00115777 0.000898024 -41.5433 27.1474
## It. 39, RSS = 1.39992e-09, Par. = -0.00111913 0.000924925 -41.9905 24.643
## It. 40, RSS = 1.39738e-09, Par. = -0.00109542 0.00094172 -42.2064 23.0322
## It. 41, RSS = 1.39523e-09, Par. = -0.00104716 0.000973754 -42.5865 19.8518
## It. 42, RSS = 1.3911e-09, Par. = -0.00100201 0.00100436 -42.794 16.7094
## It. 43, RSS = 1.38793e-09, Par. = -0.00096337 0.00103003 -42.85 13.9849
## It. 44, RSS = 1.38522e-09, Par. = -0.0008856 0.00107871 -42.7933 8.59481
## It. 45, RSS = 1.37726e-09, Par. = -0.000811666 0.00112493 -42.2851 3.311
## It. 46, RSS = 1.36849e-09, Par. = -0.000659346 0.00121067 -40.5688 -7.09153
## It. 47, RSS = 1.36497e-09, Par. = -0.000640525 0.00122919 -39.6771 -8.50364
## It. 48, RSS = 1.36101e-09, Par. = -0.000610904 0.00124328 -38.9941 -10.2659
## It. 49, RSS = 1.35772e-09, Par. = -0.000549709 0.00127072 -37.507 -13.8367
## It. 50, RSS = 1.35427e-09, Par. = -0.000493177 0.00129579 -35.8377 -16.8841
## It. 51, RSS = 1.34948e-09, Par. = -0.000437893 0.00131883 -34.0104 -19.5781
## It. 52, RSS = 1.34449e-09, Par. = -0.000384247 0.00134003 -32.0394 -21.8831
## It. 53, RSS = 1.33898e-09, Par. = -0.000332385 0.00135954 -29.9441 -23.769
## It. 54, RSS = 1.33277e-09, Par. = -0.000282447 0.00137748 -27.7441 -25.2083
## It. 55, RSS = 1.32562e-09, Par. = -0.000234558 0.00139395 -25.4594 -26.176
## It. 56, RSS = 1.31716e-09, Par. = -0.000188835 0.00140903 -23.111 -26.6499
## It. 57, RSS = 1.30688e-09, Par. = -0.000145389 0.00142278 -20.7208 -26.6113
## It. 58, RSS = 1.29409e-09, Par. = -0.000104324 0.0014352 -18.3118 -26.0466
## It. 59, RSS = 1.27785e-09, Par. = -6.57369e-05 0.00144629 -15.908 -24.9487
## It. 60, RSS = 1.25691e-09, Par. = -2.97117e-05 0.00145604 -13.5342 -23.3172
## It. 61, RSS = 1.22982e-09, Par. = 3.67557e-06 0.00146442 -11.2151 -21.1594
## It. 62, RSS = 1.18835e-09, Par. = 3.35909e-05 0.00147145 -9.03037 -18.5504
## It. 63, RSS = 1.13848e-09, Par. = 6.0101e-05 0.00147727 -7.00588 -15.5741
## It. 64, RSS = 1.07891e-09, Par. = 8.22183e-05 0.00148166 -5.24153 -12.4405
## It. 65, RSS = 1.00397e-09, Par. = 9.10108e-05 0.00154478 -4.53186 -11.1182
## It. 66, RSS = 9.94589e-10, Par. = 9.01081e-05 0.00168498 -4.64142 -11.7691
## It. 67, RSS = 9.9429e-10, Par. = 8.99977e-05 0.00171306 -4.65173 -11.8662
## It. 68, RSS = 9.94287e-10, Par. = 8.99651e-05 0.00173197 -4.65656 -11.9351
## It. 69, RSS = 9.94285e-10, Par. = 8.99116e-05 0.00176851 -4.66513 -12.0662
## It. 70, RSS = 9.9428e-10, Par. = 8.98613e-05 0.00180303 -4.67298 -12.1865
## It. 71, RSS = 9.94277e-10, Par. = 8.98089e-05 0.00184085 -4.68123 -12.3157
## It. 72, RSS = 9.94272e-10, Par. = 8.97609e-05 0.00187666 -4.68874 -12.4351
## It. 73, RSS = 9.94269e-10, Par. = 8.97125e-05 0.00191449 -4.69635 -12.5586
## It. 74, RSS = 9.94265e-10, Par. = 8.96682e-05 0.00195037 -4.70331 -12.6731
## It. 75, RSS = 9.94262e-10, Par. = 8.96275e-05 0.00198456 -4.7097 -12.7801
## It. 76, RSS = 9.94259e-10, Par. = 8.95845e-05 0.0020224 -4.7165 -12.8963
## It. 77, RSS = 9.94256e-10, Par. = 8.95448e-05 0.00205844 -4.72276 -13.0045
## It. 78, RSS = 9.94253e-10, Par. = 8.95082e-05 0.00209285 -4.72853 -13.1059
## It. 79, RSS = 9.94251e-10, Par. = 8.94875e-05 0.0021116 -4.73167 -13.1601
## It. 80, RSS = 9.94249e-10, Par. = 8.94522e-05 0.00214814 -4.7374 -13.2652
## It. 81, RSS = 9.94246e-10, Par. = 8.94182e-05 0.00218303 -4.74277 -13.3633
## It. 82, RSS = 9.94244e-10, Par. = 8.9399e-05 0.0022021 -4.74571 -13.4159
## It. 83, RSS = 9.94243e-10, Par. = 8.93661e-05 0.00223927 -4.75106 -13.5179
## It. 84, RSS = 9.94241e-10, Par. = 8.93343e-05 0.00227485 -4.75609 -13.6134
## It. 85, RSS = 9.94239e-10, Par. = 8.93164e-05 0.00229423 -4.75883 -13.6645
## It. 86, RSS = 9.94237e-10, Par. = 8.92856e-05 0.00233207 -4.76386 -13.7638
## It. 87, RSS = 9.94235e-10, Par. = 8.92558e-05 0.00236834 -4.76858 -13.8569
## It. 88, RSS = 9.94233e-10, Par. = 8.92391e-05 0.00238798 -4.77115 -13.9064
## It. 89, RSS = 9.94232e-10, Par. = 8.92103e-05 0.00242634 -4.77584 -14.0026
## It. 90, RSS = 9.9423e-10, Par. = 8.91825e-05 0.00246318 -4.78027 -14.0931
## It. 91, RSS = 9.94229e-10, Par. = 8.91668e-05 0.00248314 -4.78268 -14.1413
## It. 92, RSS = 9.94227e-10, Par. = 8.91399e-05 0.00252211 -4.78709 -14.2349
## It. 93, RSS = 9.94226e-10, Par. = 8.91137e-05 0.00255958 -4.79126 -14.3232
## It. 94, RSS = 9.94224e-10, Par. = 8.9099e-05 0.00257987 -4.79352 -14.3701
## It. 95, RSS = 9.94223e-10, Par. = 8.90736e-05 0.00261956 -4.79768 -14.4615
## It. 0, RSS = 3.04268e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.0379e-08, Par. = -0.0018277 0.000215716 -18.5525 71.9578
## It. 2, RSS = 6.43903e-09, Par. = -0.00185724 0.000216452 -19.6582 70.1104
## It. 3, RSS = 5.5006e-09, Par. = -0.00191386 0.000239451 -20.3683 66.8806
## It. 4, RSS = 4.81066e-09, Par. = -0.00203462 0.000287103 -20.9099 60.2651
## It. 5, RSS = 2.83024e-09, Par. = -0.00218844 0.000336694 -20.8368 56.1335
## It. 6, RSS = 2.73917e-09, Par. = -0.0021926 0.000439147 -23.8373 53.2478
## It. 7, RSS = 1.91469e-09, Par. = -0.00205781 0.000481521 -25.5634 52.7854
## It. 8, RSS = 1.86288e-09, Par. = -0.00204136 0.000489653 -25.9592 52.5412
## It. 9, RSS = 1.85816e-09, Par. = -0.00198593 0.000503382 -26.7388 52.2805
## It. 10, RSS = 1.85152e-09, Par. = -0.00193172 0.000517851 -27.5621 51.9455
## It. 11, RSS = 1.8445e-09, Par. = -0.00188505 0.00053161 -28.3245 51.5734
## It. 12, RSS = 1.83945e-09, Par. = -0.0018598 0.000539957 -28.7716 51.3153
## It. 13, RSS = 1.83563e-09, Par. = -0.0018099 0.000555896 -29.63 50.8179
## It. 14, RSS = 1.829e-09, Par. = -0.00176804 0.000571086 -30.4192 50.2739
## It. 15, RSS = 1.82438e-09, Par. = -0.00174587 0.000580098 -30.8685 49.918
## It. 16, RSS = 1.82089e-09, Par. = -0.00170169 0.000597317 -31.7318 49.2302
## It. 17, RSS = 1.81497e-09, Par. = -0.00166429 0.000613712 -32.5208 48.5053
## It. 18, RSS = 1.81083e-09, Par. = -0.00164374 0.000623661 -32.9786 48.032
## It. 19, RSS = 1.80769e-09, Par. = -0.00160279 0.000642681 -33.8572 47.1117
## It. 20, RSS = 1.80219e-09, Par. = -0.00156785 0.000660761 -34.6525 46.1633
## It. 21, RSS = 1.79838e-09, Par. = -0.00154881 0.000671548 -35.1028 45.5627
## It. 22, RSS = 1.79548e-09, Par. = -0.00151057 0.000692169 -35.9665 44.3928
## It. 23, RSS = 1.79047e-09, Par. = -0.00147752 0.000711762 -36.7406 43.2057
## It. 24, RSS = 1.78699e-09, Par. = -0.00145884 0.000723691 -37.1839 42.4465
## It. 25, RSS = 1.78432e-09, Par. = -0.00142127 0.000746494 -38.0314 40.9626
## It. 26, RSS = 1.77957e-09, Par. = -0.00138838 0.000768136 -38.778 39.4726
## It. 27, RSS = 1.7763e-09, Par. = -0.00136966 0.000781205 -39.1949 38.5334
## It. 28, RSS = 1.77376e-09, Par. = -0.00133184 0.000806177 -39.9889 36.694
## It. 29, RSS = 1.76925e-09, Par. = -0.00129814 0.000829874 -40.6707 34.8603
## It. 30, RSS = 1.76614e-09, Par. = -0.00127802 0.000844605 -41.0519 33.6761
## It. 31, RSS = 1.76369e-09, Par. = -0.0012373 0.000872726 -41.7691 31.3497
## It. 32, RSS = 1.75911e-09, Par. = -0.00120041 0.000899389 -42.3517 29.0422
## It. 33, RSS = 1.75598e-09, Par. = -0.00117742 0.00091635 -42.6636 27.5207
## It. 34, RSS = 1.75344e-09, Par. = -0.00113071 0.000948661 -43.2319 24.5224
## It. 35, RSS = 1.74845e-09, Par. = -0.00108755 0.000979286 -43.6258 21.5572
## It. 36, RSS = 1.74497e-09, Par. = -0.00105646 0.00100116 -43.8112 19.3607
## It. 37, RSS = 1.742e-09, Par. = -0.000993333 0.00104264 -44.0785 15.0145
## It. 38, RSS = 1.73497e-09, Par. = -0.0009337 0.00108184 -44.0378 10.7273
## It. 39, RSS = 1.73222e-09, Par. = -0.000812774 0.00115478 -43.505 2.26284
## It. 40, RSS = 1.72224e-09, Par. = -0.000695708 0.00122251 -41.8158 -5.9598
## It. 41, RSS = 1.7113e-09, Par. = -0.000666826 0.00124127 -40.9396 -7.83895
## It. 42, RSS = 1.70546e-09, Par. = -0.000596081 0.00127282 -39.3718 -12.0923
## It. 43, RSS = 1.70149e-09, Par. = -0.000530522 0.00130123 -37.5421 -15.7647
## It. 44, RSS = 1.69574e-09, Par. = -0.000466312 0.00132702 -35.4942 -19.0121
## It. 45, RSS = 1.68995e-09, Par. = -0.000404002 0.00135046 -33.2496 -21.7828
## It. 46, RSS = 1.6837e-09, Par. = -0.000343846 0.00137179 -30.8358 -24.0294
## It. 47, RSS = 1.67674e-09, Par. = -0.00028608 0.00139123 -28.2804 -25.7079
## It. 48, RSS = 1.6444e-09, Par. = -0.000259116 0.00140058 -26.9291 -26.1292
## It. 49, RSS = 1.63811e-09, Par. = -0.000246975 0.00140444 -26.318 -26.2913
## It. 50, RSS = 1.63112e-09, Par. = -0.000221417 0.00141183 -25.0529 -26.6828
## It. 51, RSS = 1.62474e-09, Par. = -0.000209406 0.0014155 -24.4156 -26.7548
## It. 52, RSS = 1.61669e-09, Par. = -0.00018407 0.0014226 -23.0899 -26.9419
## It. 53, RSS = 1.60935e-09, Par. = -0.000173732 0.00142571 -22.5076 -26.8969
## It. 54, RSS = 1.60031e-09, Par. = -0.000151844 0.00143166 -21.2998 -26.8663
## It. 55, RSS = 1.59174e-09, Par. = -0.000139894 0.00143505 -20.603 -26.7271
## It. 56, RSS = 1.58089e-09, Par. = -0.000114625 0.00144169 -19.1401 -26.449
## It. 57, RSS = 1.56367e-09, Par. = -9.18334e-05 0.0014478 -17.7465 -25.933
## It. 58, RSS = 1.5492e-09, Par. = -8.02359e-05 0.00145093 -17.0064 -25.5347
## It. 59, RSS = 1.53447e-09, Par. = -5.5449e-05 0.001457 -15.4417 -24.7351
## It. 60, RSS = 1.50741e-09, Par. = -3.35774e-05 0.00146243 -13.9801 -23.6796
## It. 61, RSS = 1.48505e-09, Par. = -2.36774e-05 0.00146489 -13.291 -23.0407
## It. 62, RSS = 1.46192e-09, Par. = -2.65751e-06 0.00146957 -11.8516 -21.7901
## It. 63, RSS = 1.43529e-09, Par. = 5.46986e-06 0.0014716 -11.2507 -21.0738
## It. 64, RSS = 1.40581e-09, Par. = 2.2546e-05 0.00147534 -10.0309 -19.7493
## It. 65, RSS = 1.37111e-09, Par. = 3.34092e-05 0.00147782 -9.21101 -18.6594
## It. 66, RSS = 1.33601e-09, Par. = 5.47755e-05 0.00148228 -7.61814 -16.5269
## It. 67, RSS = 1.26136e-09, Par. = 7.39539e-05 0.00148623 -6.08354 -13.9723
## It. 68, RSS = 1.20083e-09, Par. = 7.83125e-05 0.00148714 -5.72253 -13.1684
## It. 69, RSS = 1.16188e-09, Par. = 8.76672e-05 0.00148876 -4.97989 -11.8091
## It. 70, RSS = 1.12797e-09, Par. = 9.52838e-05 0.00149007 -4.34172 -10.4982
## It. 71, RSS = 1.11124e-09, Par. = 0.000104241 0.001444 -3.58559 -8.72204
## It. 72, RSS = 1.11055e-09, Par. = 0.000103229 0.00132424 -3.6534 -8.49418
## It. 73, RSS = 1.10971e-09, Par. = 0.000103425 0.00120469 -3.61772 -7.99968
## It. 74, RSS = 1.10895e-09, Par. = 0.0001036 0.00114645 -3.59171 -7.71679
## It. 75, RSS = 1.10887e-09, Par. = 0.000103669 0.00112885 -3.58221 -7.62586
## It. 76, RSS = 1.1088e-09, Par. = 0.000103757 0.00109364 -3.56807 -7.46065
## It. 77, RSS = 1.10877e-09, Par. = 0.000103945 0.00102323 -3.53787 -7.11665
## It. 78, RSS = 1.10851e-09, Par. = 0.000104088 0.000988059 -3.51674 -6.91564
## It. 79, RSS = 1.1084e-09, Par. = 0.000104213 0.000954799 -3.49775 -6.72904
## It. 80, RSS = 1.10839e-09, Par. = 0.000104453 0.00088829 -3.45969 -6.34803
## It. 81, RSS = 1.10803e-09, Par. = 0.00010464 0.000855084 -3.43256 -6.12266
## It. 82, RSS = 1.10789e-09, Par. = 0.000104794 0.000825905 -3.40961 -5.92779
## It. 83, RSS = 1.10783e-09, Par. = 0.000105086 0.000767556 -3.36414 -5.5315
## It. 84, RSS = 1.10742e-09, Par. = 0.000105314 0.000738447 -3.33152 -5.29643
## It. 85, RSS = 1.10741e-09, Par. = 0.000105692 0.000680187 -3.27349 -4.84449
## It. 86, RSS = 1.1068e-09, Par. = 0.000105996 0.000651158 -3.23076 -4.57186
## It. 87, RSS = 1.10658e-09, Par. = 0.00010624 0.000627065 -3.19609 -4.34883
## It. 88, RSS = 1.10644e-09, Par. = 0.000106693 0.000578889 -3.12789 -3.89609
## It. 89, RSS = 1.10594e-09, Par. = 0.000107304 0.000530887 -3.03959 -3.3804
## It. 90, RSS = 1.10538e-09, Par. = 0.000108064 0.00048307 -2.93202 -2.81048
## It. 91, RSS = 1.10474e-09, Par. = 0.00010902 0.000435518 -2.79892 -2.17599
## It. 92, RSS = 1.10408e-09, Par. = 0.000110258 0.000388367 -2.63034 -1.46488
## It. 93, RSS = 1.10367e-09, Par. = 0.00011191 0.000341868 -2.41083 -0.664465
## It. 94, RSS = 1.10092e-09, Par. = 0.000113124 0.00032519 -2.26838 -0.30005
## It. 0, RSS = 2.93216e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 9.99062e-09, Par. = -0.00173724 0.000216506 -18.1113 69.1497
## It. 2, RSS = 6.73005e-09, Par. = -0.00176479 0.00021716 -19.0456 67.468
## It. 3, RSS = 5.85328e-09, Par. = -0.00181635 0.000237474 -19.6573 64.5755
## It. 4, RSS = 4.93394e-09, Par. = -0.00192489 0.000279645 -20.1503 58.7025
## It. 5, RSS = 3.2869e-09, Par. = -0.00205992 0.000323428 -20.1118 54.8548
## It. 6, RSS = 2.62596e-09, Par. = -0.00216317 0.000351662 -20.0241 52.9522
## It. 7, RSS = 2.53958e-09, Par. = -0.00221871 0.000414714 -21.4092 50.7848
## It. 8, RSS = 2.26692e-09, Par. = -0.00212412 0.000436717 -22.41 50.7645
## It. 9, RSS = 2.25552e-09, Par. = -0.00210809 0.000440827 -22.6405 50.6866
## It. 10, RSS = 2.25094e-09, Par. = -0.00206661 0.000448245 -23.0897 50.6077
## It. 11, RSS = 2.24729e-09, Par. = -0.00198831 0.000462327 -23.9536 50.4128
## It. 12, RSS = 2.23826e-09, Par. = -0.00191674 0.000477401 -24.8473 50.1077
## It. 13, RSS = 2.22863e-09, Par. = -0.00185692 0.000491694 -25.6654 49.7473
## It. 14, RSS = 2.22181e-09, Par. = -0.00179666 0.000507298 -26.5371 49.2964
## It. 15, RSS = 2.21372e-09, Par. = -0.00174558 0.000522074 -27.3359 48.8015
## It. 16, RSS = 2.20765e-09, Par. = -0.00169393 0.000538119 -28.181 48.2087
## It. 17, RSS = 2.20077e-09, Par. = -0.00164952 0.000553337 -28.9551 47.583
## It. 18, RSS = 2.19601e-09, Par. = -0.00162876 0.000561411 -29.3468 47.2175
## It. 19, RSS = 2.19247e-09, Par. = -0.00158658 0.000576815 -30.1024 46.5172
## It. 20, RSS = 2.18711e-09, Par. = -0.00155032 0.000591557 -30.7965 45.7857
## It. 21, RSS = 2.18318e-09, Par. = -0.00152817 0.000601372 -31.2392 45.2675
## It. 22, RSS = 2.18028e-09, Par. = -0.0014846 0.00062015 -32.0851 44.2534
## It. 23, RSS = 2.17446e-09, Par. = -0.00144754 0.000638034 -32.8467 43.2102
## It. 24, RSS = 2.17056e-09, Par. = -0.00142928 0.000647793 -33.2369 42.6076
## It. 25, RSS = 2.1676e-09, Par. = -0.00139212 0.000666438 -33.9884 41.4375
## It. 26, RSS = 2.16297e-09, Par. = -0.00135963 0.000684259 -34.6644 40.2531
## It. 27, RSS = 2.15962e-09, Par. = -0.00133959 0.000695995 -35.0828 39.4393
## It. 28, RSS = 2.15709e-09, Par. = -0.00129975 0.000718446 -35.8779 37.8438
## It. 29, RSS = 2.15205e-09, Par. = -0.00126495 0.00073982 -36.5718 36.2428
## It. 30, RSS = 2.14869e-09, Par. = -0.00124665 0.000751878 -36.9276 35.304
## It. 31, RSS = 2.14606e-09, Par. = -0.00120933 0.000774902 -37.6073 33.4666
## It. 32, RSS = 2.14174e-09, Par. = -0.00117587 0.000796896 -38.1886 31.6357
## It. 33, RSS = 2.13864e-09, Par. = -0.00115422 0.000811676 -38.5367 30.3644
## It. 34, RSS = 2.13623e-09, Par. = -0.00111082 0.000839903 -39.1818 27.8638
## It. 35, RSS = 2.13118e-09, Par. = -0.00107167 0.000866776 -39.6865 25.3861
## It. 36, RSS = 2.12786e-09, Par. = -0.00104822 0.000883353 -39.9332 23.811
## It. 37, RSS = 2.12508e-09, Par. = -0.00100039 0.000914889 -40.3748 20.7061
## It. 38, RSS = 2.11985e-09, Par. = -0.000956222 0.000944998 -40.6432 17.6397
## It. 39, RSS = 2.11588e-09, Par. = -0.000918824 0.000970183 -40.7532 14.9912
## It. 40, RSS = 2.11259e-09, Par. = -0.000843773 0.00101788 -40.809 9.75867
## It. 41, RSS = 2.10274e-09, Par. = -0.000773469 0.00106317 -40.4298 4.63971
## It. 42, RSS = 2.09253e-09, Par. = -0.000629481 0.0011472 -39.0115 -5.41578
## It. 43, RSS = 2.08748e-09, Par. = -0.000612271 0.00116549 -38.2091 -6.82064
## It. 44, RSS = 2.08133e-09, Par. = -0.00055655 0.00119298 -37.0156 -10.2802
## It. 45, RSS = 2.07743e-09, Par. = -0.000534329 0.00120453 -36.3913 -11.5843
## It. 46, RSS = 2.07284e-09, Par. = -0.000486385 0.00122617 -35.1191 -14.3243
## It. 47, RSS = 2.06891e-09, Par. = -0.0004695 0.00123437 -34.5605 -15.2001
## It. 48, RSS = 2.06456e-09, Par. = -0.000433242 0.00124967 -33.4362 -17.0772
## It. 49, RSS = 2.06054e-09, Par. = -0.000413317 0.00125829 -32.7364 -18.015
## It. 50, RSS = 2.0561e-09, Par. = -0.000371329 0.00127501 -31.2704 -19.951
## It. 51, RSS = 2.04928e-09, Par. = -0.000332754 0.0012904 -29.7629 -21.4953
## It. 52, RSS = 2.04157e-09, Par. = -0.000295157 0.00130478 -28.1923 -22.7954
## It. 53, RSS = 2.03302e-09, Par. = -0.000258697 0.00131823 -26.5645 -23.8342
## It. 54, RSS = 2.02338e-09, Par. = -0.000223416 0.00133079 -24.8886 -24.6014
## It. 55, RSS = 2.0124e-09, Par. = -0.000189361 0.00134251 -23.1737 -25.0876
## It. 56, RSS = 1.99978e-09, Par. = -0.000156573 0.0013534 -21.4292 -25.285
## It. 57, RSS = 1.98514e-09, Par. = -0.000125091 0.00136348 -19.6649 -25.1869
## It. 58, RSS = 1.96799e-09, Par. = -9.4955e-05 0.00137276 -17.8906 -24.7884
## It. 59, RSS = 1.9477e-09, Par. = -6.6199e-05 0.00138124 -16.1166 -24.0865
## It. 60, RSS = 1.92345e-09, Par. = -3.88565e-05 0.00138892 -14.3533 -23.0805
## It. 61, RSS = 1.89424e-09, Par. = -1.2958e-05 0.0013958 -12.6113 -21.7715
## It. 62, RSS = 1.85879e-09, Par. = 1.14679e-05 0.00140187 -10.9011 -20.1631
## It. 63, RSS = 1.81539e-09, Par. = 3.42594e-05 0.00140713 -9.24287 -18.2712
## It. 64, RSS = 1.76685e-09, Par. = 5.62445e-05 0.00141196 -7.58436 -16.0338
## It. 65, RSS = 1.70273e-09, Par. = 7.5508e-05 0.00141591 -6.07023 -13.6068
## It. 66, RSS = 1.64133e-09, Par. = 9.11109e-05 0.00141879 -4.80527 -11.2638
## It. 67, RSS = 1.60453e-09, Par. = 0.00010093 0.0013158 -3.96901 -9.0911
## It. 68, RSS = 1.60377e-09, Par. = 9.95135e-05 0.00129335 -4.09195 -9.26543
## It. 69, RSS = 1.60358e-09, Par. = 9.95956e-05 0.00124726 -4.07679 -9.05546
## It. 70, RSS = 1.6035e-09, Par. = 9.98326e-05 0.00115509 -4.03956 -8.61546
## It. 71, RSS = 1.60296e-09, Par. = 0.000100023 0.00110905 -4.01233 -8.35301
## It. 72, RSS = 1.60295e-09, Par. = 0.000100328 0.00101694 -3.96488 -7.8499
## It. 73, RSS = 1.60213e-09, Par. = 0.00010058 0.000970958 -3.92909 -7.54352
## It. 74, RSS = 1.60183e-09, Par. = 0.000100779 0.000932597 -3.90032 -7.29193
## It. 75, RSS = 1.60164e-09, Par. = 0.000101149 0.000855883 -3.84377 -6.78066
## It. 76, RSS = 1.60095e-09, Par. = 0.000101655 0.000779289 -3.76957 -6.19285
## It. 77, RSS = 1.60014e-09, Par. = 0.000102283 0.00070282 -3.67873 -5.53711
## It. 78, RSS = 1.59913e-09, Par. = 0.000103078 0.000626534 -3.56538 -4.79745
## It. 79, RSS = 1.59785e-09, Par. = 0.000104115 0.000550523 -3.42012 -3.95277
## It. 80, RSS = 1.59618e-09, Par. = 0.000105519 0.000474953 -3.2277 -2.97471
## It. 81, RSS = 1.59392e-09, Par. = 0.000107517 0.000400144 -2.9618 -1.82535
## It. 82, RSS = 1.59116e-09, Par. = 0.000110549 0.000326782 -2.57335 -0.458457
## It. 83, RSS = 1.57035e-09, Par. = 0.000113716 0.000292507 -2.20924 0.393309
## It. 84, RSS = 1.56665e-09, Par. = 0.000115066 0.000286264 -2.08562 0.543758
## It. 85, RSS = 1.56188e-09, Par. = 0.000116399 0.000271707 -1.93154 0.875528
## It. 86, RSS = 1.55917e-09, Par. = 0.000119184 0.000243099 -1.59749 1.55881
## It. 87, RSS = 1.55135e-09, Par. = 0.000119873 0.000249814 -1.58031 1.37105
## It. 88, RSS = 1.54886e-09, Par. = 0.000121188 0.000236683 -1.40092 1.70582
## It. 89, RSS = 1.54576e-09, Par. = 0.000121654 0.00024016 -1.39203 1.59359
## It. 90, RSS = 1.54392e-09, Par. = 0.000122383 0.000233511 -1.28977 1.76136
## It. 91, RSS = 1.54213e-09, Par. = 0.00012282 0.00023424 -1.2648 1.72455
## It. 92, RSS = 1.54093e-09, Par. = 0.000123173 0.000232167 -1.2217 1.7725
## It. 93, RSS = 1.53939e-09, Par. = 0.000123648 0.000229849 -1.16927 1.82012
## It. 94, RSS = 1.53768e-09, Par. = 0.000124086 0.00022848 -1.12595 1.84156
## It. 95, RSS = 1.53563e-09, Par. = 0.000124539 0.000226603 -1.07598 1.87653
## It. 96, RSS = 1.53293e-09, Par. = 0.000125012 0.000225009 -1.02609 1.90131
## It. 0, RSS = 2.54643e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 7.77244e-09, Par. = -0.0015295 0.000216613 -16.8488 62.5505
## It. 2, RSS = 5.25579e-09, Par. = -0.00157781 0.000226919 -17.9563 59.7729
## It. 3, RSS = 4.10639e-09, Par. = -0.00166817 0.000261642 -18.4459 55.0471
## It. 4, RSS = 2.96164e-09, Par. = -0.0017406 0.000287012 -18.421 52.684
## It. 5, RSS = 2.50424e-09, Par. = -0.00191487 0.000335039 -18.4677 48.3513
## It. 6, RSS = 1.72926e-09, Par. = -0.00195149 0.000391621 -19.6046 46.6778
## It. 7, RSS = 1.60451e-09, Par. = -0.00192374 0.000401207 -19.9298 46.6275
## It. 8, RSS = 1.5997e-09, Par. = -0.00185472 0.000413205 -20.684 46.5909
## It. 9, RSS = 1.59278e-09, Par. = -0.00178165 0.000426325 -21.5127 46.432
## It. 10, RSS = 1.5833e-09, Par. = -0.00172103 0.000438753 -22.2714 46.1987
## It. 11, RSS = 1.57667e-09, Par. = -0.00166017 0.000452405 -23.0846 45.8878
## It. 12, RSS = 1.56874e-09, Par. = -0.0016093 0.00046529 -23.8282 45.5289
## It. 13, RSS = 1.56292e-09, Par. = -0.00155786 0.000479368 -24.621 45.0849
## It. 14, RSS = 1.55625e-09, Par. = -0.00151423 0.000492677 -25.3459 44.6042
## It. 15, RSS = 1.55167e-09, Par. = -0.00149372 0.000499824 -25.7182 44.3134
## It. 16, RSS = 1.54832e-09, Par. = -0.00145232 0.000513409 -26.4332 43.7604
## It. 17, RSS = 1.54319e-09, Par. = -0.00141719 0.000526369 -27.0895 43.1734
## It. 18, RSS = 1.53946e-09, Par. = -0.0013959 0.00053499 -27.5086 42.7529
## It. 19, RSS = 1.53675e-09, Par. = -0.00135426 0.000551428 -28.3071 41.9326
## It. 20, RSS = 1.53167e-09, Par. = -0.00131493 0.000568849 -29.1123 40.9825
## It. 21, RSS = 1.52653e-09, Par. = -0.00128069 0.000585312 -29.8358 40.021
## It. 22, RSS = 1.52301e-09, Par. = -0.00126403 0.00059421 -30.2036 39.4682
## It. 23, RSS = 1.52039e-09, Par. = -0.0012301 0.000611157 -30.9103 38.3985
## It. 24, RSS = 1.5163e-09, Par. = -0.00120061 0.000627309 -31.544 37.316
## It. 25, RSS = 1.51333e-09, Par. = -0.00118207 0.000638147 -31.9442 36.557
## It. 26, RSS = 1.51114e-09, Par. = -0.0011454 0.000658825 -32.7014 35.0717
## It. 27, RSS = 1.50663e-09, Par. = -0.00111361 0.000678439 -33.3589 33.5829
## It. 28, RSS = 1.50367e-09, Par. = -0.00109696 0.000689476 -33.695 32.7104
## It. 29, RSS = 1.50138e-09, Par. = -0.00106303 0.000710497 -34.3352 31.0069
## It. 30, RSS = 1.49761e-09, Par. = -0.00103276 0.00073052 -34.8806 29.3118
## It. 31, RSS = 1.49491e-09, Par. = -0.00101289 0.000744142 -35.2115 28.1189
## It. 32, RSS = 1.49286e-09, Par. = -0.000973215 0.00077009 -35.8215 25.7772
## It. 33, RSS = 1.48843e-09, Par. = -0.000937585 0.000794707 -36.295 23.4615
## It. 34, RSS = 1.48555e-09, Par. = -0.000916127 0.00080995 -36.5264 21.9818
## It. 35, RSS = 1.48316e-09, Par. = -0.000872445 0.000838869 -36.9376 19.0713
## It. 36, RSS = 1.47863e-09, Par. = -0.00083221 0.000866391 -37.1816 16.2029
## It. 37, RSS = 1.47518e-09, Par. = -0.00079737 0.000889855 -37.2783 13.674
## It. 38, RSS = 1.47235e-09, Par. = -0.00072771 0.000934111 -37.305 8.69341
## It. 39, RSS = 1.4637e-09, Par. = -0.000662588 0.000975938 -36.9005 3.83922
## It. 40, RSS = 1.45482e-09, Par. = -0.000529389 0.00105297 -35.4426 -5.64235
## It. 41, RSS = 1.45052e-09, Par. = -0.000513805 0.00106979 -34.6456 -6.90714
## It. 42, RSS = 1.44522e-09, Par. = -0.000462426 0.00109456 -33.4609 -10.11
## It. 43, RSS = 1.44189e-09, Par. = -0.000445562 0.00110339 -32.9387 -11.0902
## It. 44, RSS = 1.43823e-09, Par. = -0.000408894 0.0011196 -31.9031 -13.1872
## It. 45, RSS = 1.43498e-09, Par. = -0.000389161 0.00112855 -31.2536 -14.2301
## It. 46, RSS = 1.43139e-09, Par. = -0.000347568 0.00114577 -29.8945 -16.3762
## It. 47, RSS = 1.42619e-09, Par. = -0.00030926 0.00116162 -28.4671 -18.1297
## It. 48, RSS = 1.42014e-09, Par. = -0.000271917 0.00117636 -26.9631 -19.6311
## It. 49, RSS = 1.4135e-09, Par. = -0.00023572 0.00119009 -25.3899 -20.8613
## It. 50, RSS = 1.40604e-09, Par. = -0.000200726 0.00120286 -23.7577 -21.8072
## It. 51, RSS = 1.39757e-09, Par. = -0.000166987 0.00121472 -22.0771 -22.4573
## It. 52, RSS = 1.38787e-09, Par. = -0.000134556 0.00122571 -20.359 -22.8013
## It. 53, RSS = 1.37664e-09, Par. = -0.000103481 0.00123585 -18.6144 -22.8305
## It. 54, RSS = 1.36353e-09, Par. = -7.3808e-05 0.00124515 -16.8549 -22.5383
## It. 55, RSS = 1.3481e-09, Par. = -4.5579e-05 0.00125362 -15.0924 -21.9204
## It. 56, RSS = 1.32986e-09, Par. = -1.88338e-05 0.00126124 -13.3392 -20.9755
## It. 57, RSS = 1.30829e-09, Par. = 6.39166e-06 0.00126802 -11.6074 -19.7047
## It. 58, RSS = 1.28305e-09, Par. = 3.0064e-05 0.00127394 -9.90951 -18.1125
## It. 59, RSS = 1.25992e-09, Par. = 5.32843e-05 0.00127928 -8.17404 -16.1176
## It. 60, RSS = 1.21507e-09, Par. = 7.14717e-05 0.00128327 -6.74617 -14.0823
## It. 61, RSS = 1.19882e-09, Par. = 8.85878e-05 0.00128647 -5.37548 -11.8811
## It. 62, RSS = 1.16969e-09, Par. = 9.17236e-05 0.00123634 -5.09359 -10.9917
## It. 63, RSS = 1.16959e-09, Par. = 9.16407e-05 0.00121507 -5.09977 -10.9036
## It. 64, RSS = 1.16949e-09, Par. = 9.18101e-05 0.00117259 -5.07357 -10.6382
## It. 65, RSS = 1.16938e-09, Par. = 9.19713e-05 0.0011393 -5.04966 -10.4158
## It. 66, RSS = 1.16929e-09, Par. = 9.22724e-05 0.0010727 -5.00306 -9.96856
## It. 67, RSS = 1.16906e-09, Par. = 9.26509e-05 0.00100617 -4.94647 -9.47587
## It. 68, RSS = 1.16879e-09, Par. = 9.30871e-05 0.000939684 -4.88189 -8.94629
## It. 69, RSS = 1.16849e-09, Par. = 9.35939e-05 0.000873265 -4.80756 -8.37418
## It. 70, RSS = 1.16813e-09, Par. = 9.41899e-05 0.00080693 -4.72109 -7.7529
## It. 71, RSS = 1.16769e-09, Par. = 9.49003e-05 0.000740705 -4.6193 -7.0743
## It. 72, RSS = 1.16716e-09, Par. = 9.5761e-05 0.000674628 -4.49782 -6.32832
## It. 73, RSS = 1.1665e-09, Par. = 9.68239e-05 0.000608754 -4.35044 -5.50244
## It. 74, RSS = 1.16565e-09, Par. = 9.81673e-05 0.000543172 -4.16816 -4.58111
## It. 75, RSS = 1.16449e-09, Par. = 9.99142e-05 0.000478021 -3.9374 -3.54524
## It. 76, RSS = 1.16281e-09, Par. = 0.000102267 0.000413545 -3.63687 -2.37264
## It. 77, RSS = 1.16018e-09, Par. = 0.000105581 0.000350188 -3.23167 -1.04149
## It. 78, RSS = 1.15671e-09, Par. = 0.000110515 0.000288863 -2.6616 0.454439
## It. 79, RSS = 1.15621e-09, Par. = 0.000117508 0.000239952 -1.91751 1.82693
## It. 80, RSS = 1.14574e-09, Par. = 0.000116258 0.000262204 -2.14959 1.14234
## It. 81, RSS = 1.14103e-09, Par. = 0.0001182 0.000246482 -1.8895 1.63466
## It. 82, RSS = 1.13998e-09, Par. = 0.000118107 0.000253336 -1.94731 1.41887
## It. 83, RSS = 1.13973e-09, Par. = 0.000118794 0.00024732 -1.85679 1.59251
## It. 84, RSS = 1.13962e-09, Par. = 0.000118807 0.000249414 -1.87248 1.52643
## It. 85, RSS = 1.13959e-09, Par. = 0.00011903 0.000247484 -1.84336 1.58122
## It. 86, RSS = 1.13958e-09, Par. = 0.000119047 0.000248047 -1.84702 1.56283
## It. 87, RSS = 1.13957e-09, Par. = 0.000119117 0.000247469 -1.83813 1.57906
## It. 88, RSS = 1.13957e-09, Par. = 0.000119126 0.000247612 -1.83883 1.5742
## It. 89, RSS = 1.13957e-09, Par. = 0.000119147 0.000247443 -1.83616 1.57892
## It. 90, RSS = 1.13957e-09, Par. = 0.000119151 0.000247478 -1.83624 1.57767
## It. 91, RSS = 1.13957e-09, Par. = 0.000119158 0.000247428 -1.83543 1.57904
## It. 92, RSS = 1.13957e-09, Par. = 0.000119159 0.000247436 -1.83542 1.57873
## It. 0, RSS = 2.51467e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 7.82568e-09, Par. = -0.00157895 0.000218894 -17.7086 65.0676
## It. 2, RSS = 6.10423e-09, Par. = -0.00160598 0.000221821 -18.3898 63.537
## It. 3, RSS = 5.34743e-09, Par. = -0.00165336 0.00023947 -18.8523 61.0262
## It. 4, RSS = 4.39272e-09, Par. = -0.00175132 0.000275899 -19.2434 55.9703
## It. 5, RSS = 3.12548e-09, Par. = -0.00186989 0.000313595 -19.2245 52.5545
## It. 6, RSS = 2.57107e-09, Par. = -0.00196092 0.000338484 -19.1553 50.8121
## It. 7, RSS = 2.49801e-09, Par. = -0.00203512 0.000395987 -20.302 48.5386
## It. 8, RSS = 2.20614e-09, Par. = -0.00195165 0.000415916 -21.2056 48.5317
## It. 9, RSS = 2.19659e-09, Par. = -0.00193271 0.00042039 -21.4672 48.4586
## It. 10, RSS = 2.19063e-09, Par. = -0.00188687 0.000428488 -21.9774 48.3763
## It. 11, RSS = 2.18767e-09, Par. = -0.00180171 0.000443844 -22.9508 48.1533
## It. 12, RSS = 2.17266e-09, Par. = -0.00176594 0.000452299 -23.4565 47.945
## It. 13, RSS = 2.16909e-09, Par. = -0.00169419 0.000468227 -24.412 47.5706
## It. 14, RSS = 2.1587e-09, Par. = -0.00162861 0.000485358 -25.4019 47.0508
## It. 15, RSS = 2.14721e-09, Par. = -0.00157475 0.000501478 -26.2933 46.4733
## It. 16, RSS = 2.13962e-09, Par. = -0.00151991 0.000519227 -27.2452 45.766
## It. 17, RSS = 2.13024e-09, Par. = -0.001474 0.000535919 -28.103 45.0166
## It. 18, RSS = 2.12351e-09, Par. = -0.00142705 0.000554169 -29.0097 44.1284
## It. 19, RSS = 2.1157e-09, Par. = -0.00138695 0.000571373 -29.8257 43.2131
## It. 20, RSS = 2.11043e-09, Par. = -0.001368 0.000580584 -30.2367 42.6844
## It. 21, RSS = 2.10653e-09, Par. = -0.00132923 0.000598089 -31.0271 41.6659
## It. 22, RSS = 2.10055e-09, Par. = -0.00129599 0.000614766 -31.7388 40.6233
## It. 23, RSS = 2.09619e-09, Par. = -0.00127485 0.000626218 -32.2004 39.8699
## It. 24, RSS = 2.09304e-09, Par. = -0.00123319 0.000648042 -33.0743 38.3947
## It. 25, RSS = 2.08672e-09, Par. = -0.00119337 0.000671083 -33.9263 36.7328
## It. 26, RSS = 2.08048e-09, Par. = -0.00115801 0.000692804 -34.6664 35.0803
## It. 27, RSS = 2.07626e-09, Par. = -0.00113971 0.000704965 -35.0409 34.1132
## It. 28, RSS = 2.07298e-09, Par. = -0.00110221 0.000728079 -35.7546 32.2253
## It. 29, RSS = 2.06764e-09, Par. = -0.00106897 0.000750077 -36.3581 30.3433
## It. 30, RSS = 2.06379e-09, Par. = -0.00104647 0.000765533 -36.7335 28.9738
## It. 31, RSS = 2.06089e-09, Par. = -0.00100154 0.000794933 -37.4207 26.2821
## It. 32, RSS = 2.05432e-09, Par. = -0.000961499 0.000822778 -37.9394 23.6184
## It. 33, RSS = 2.05013e-09, Par. = -0.000936974 0.000840325 -38.1876 21.885
## It. 34, RSS = 2.0466e-09, Par. = -0.000886843 0.000873541 -38.6193 18.4701
## It. 35, RSS = 2.03977e-09, Par. = -0.000840795 0.000905129 -38.8375 15.1043
## It. 36, RSS = 2.03959e-09, Par. = -0.000749612 0.00096418 -38.9693 8.4997
## It. 37, RSS = 2.02452e-09, Par. = -0.00071058 0.00099289 -38.6103 5.31021
## It. 38, RSS = 2.0148e-09, Par. = -0.000621474 0.00104515 -37.7987 -1.0899
## It. 39, RSS = 2.00983e-09, Par. = -0.000545019 0.00108999 -36.4141 -6.54335
## It. 40, RSS = 2.00332e-09, Par. = -0.000472041 0.00112876 -34.6627 -11.2873
## It. 41, RSS = 1.99856e-09, Par. = -0.000400923 0.00116344 -32.5512 -15.4496
## It. 42, RSS = 1.97773e-09, Par. = -0.000367777 0.00117971 -31.2995 -17.0669
## It. 43, RSS = 1.97131e-09, Par. = -0.000346886 0.00118869 -30.5148 -18.0264
## It. 44, RSS = 1.96612e-09, Par. = -0.000302747 0.00120612 -28.8505 -20.0142
## It. 45, RSS = 1.95672e-09, Par. = -0.000262931 0.00122195 -27.147 -21.4896
## It. 46, RSS = 1.94584e-09, Par. = -0.000224311 0.00123656 -25.3744 -22.6493
## It. 47, RSS = 1.93351e-09, Par. = -0.000187123 0.00125008 -23.5412 -23.4683
## It. 48, RSS = 1.91916e-09, Par. = -0.000151422 0.00126255 -21.6607 -23.9334
## It. 49, RSS = 1.90223e-09, Par. = -0.000117266 0.00127401 -19.7465 -24.0339
## It. 50, RSS = 1.88199e-09, Par. = -8.47084e-05 0.00128448 -17.8126 -23.7616
## It. 51, RSS = 1.85743e-09, Par. = -5.38011e-05 0.00129396 -15.8736 -23.111
## It. 52, RSS = 1.82723e-09, Par. = -2.45901e-05 0.00130245 -13.9441 -22.0801
## It. 53, RSS = 1.78957e-09, Par. = 2.88158e-06 0.00130994 -12.0391 -20.6703
## It. 54, RSS = 1.74202e-09, Par. = 2.8574e-05 0.00131645 -10.1738 -18.8868
## It. 55, RSS = 1.68048e-09, Par. = 5.21614e-05 0.00132196 -8.3841 -16.7615
## It. 56, RSS = 1.60031e-09, Par. = 7.27507e-05 0.00132651 -6.7546 -14.4195
## It. 57, RSS = 1.53635e-09, Par. = 7.77577e-05 0.00132768 -6.3338 -13.5879
## It. 58, RSS = 1.49338e-09, Par. = 8.76493e-05 0.00132955 -5.54217 -12.305
## It. 59, RSS = 1.47142e-09, Par. = 0.000105601 0.00133281 -4.04827 -9.62525
## It. 60, RSS = 1.40018e-09, Par. = 0.000110992 0.00127266 -3.51977 -8.08957
## It. 61, RSS = 1.39921e-09, Par. = 0.000110378 0.00122434 -3.58519 -8.08881
## It. 62, RSS = 1.39898e-09, Par. = 0.000110574 0.00112774 -3.55304 -7.67287
## It. 63, RSS = 1.39847e-09, Par. = 0.000110836 0.00103119 -3.51116 -7.20061
## It. 64, RSS = 1.39788e-09, Par. = 0.000111155 0.000934701 -3.46035 -6.67475
## It. 65, RSS = 1.3972e-09, Par. = 0.000111554 0.000838295 -3.39744 -6.08218
## It. 66, RSS = 1.39641e-09, Par. = 0.000112065 0.000742012 -3.31759 -5.40532
## It. 67, RSS = 1.39555e-09, Par. = 0.000112743 0.000645921 -3.21301 -4.61919
## It. 68, RSS = 1.39478e-09, Par. = 0.000113682 0.000550149 -3.0704 -3.68711
## It. 69, RSS = 1.3877e-09, Par. = 0.00011455 0.000502707 -2.94802 -3.0718
## It. 70, RSS = 1.38639e-09, Par. = 0.000114992 0.0004864 -2.89219 -2.84089
## It. 71, RSS = 1.38443e-09, Par. = 0.000115551 0.000453533 -2.81008 -2.42363
## It. 72, RSS = 1.38388e-09, Par. = 0.000116862 0.000388113 -2.61698 -1.51134
## It. 73, RSS = 1.37331e-09, Par. = 0.000118273 0.000356425 -2.43025 -0.89227
## It. 74, RSS = 1.36856e-09, Par. = 0.000119411 0.000333876 -2.28701 -0.462932
## It. 75, RSS = 1.3623e-09, Par. = 0.000121468 0.00028879 -2.00539 0.417869
## It. 76, RSS = 1.35277e-09, Par. = 0.000124954 0.00024653 -1.55239 1.44022
## It. 77, RSS = 1.3327e-09, Par. = 0.000126189 0.000252367 -1.46585 1.29354
## It. 78, RSS = 1.32521e-09, Par. = 0.000127344 0.000240357 -1.30025 1.59398
## It. 79, RSS = 1.3176e-09, Par. = 0.000128363 0.000237092 -1.196 1.65494
## It. 80, RSS = 1.31016e-09, Par. = 0.000129288 0.000231756 -1.08191 1.76875
## It. 81, RSS = 1.30071e-09, Par. = 0.000130122 0.000228912 -0.989853 1.81294
## It. 82, RSS = 1.28631e-09, Par. = 0.000131009 0.000224762 -0.877413 1.88804
## It. 83, RSS = 1.25846e-09, Par. = 0.000132005 0.000221307 -0.754058 1.93147
## It. 84, RSS = 1.1942e-09, Par. = 0.000133194 0.000216801 -0.587953 1.9837
## It. 85, RSS = 1.06144e-09, Par. = 0.000134473 0.000212774 -0.383401 1.99688
## It. 86, RSS = 1.0157e-09, Par. = 0.000134985 0.000211268 -0.245871 1.99095
## It. 87, RSS = 1.01028e-09, Par. = 0.000134899 0.000213065 -0.294144 1.95879
## It. 88, RSS = 1.00968e-09, Par. = 0.00013495 0.000212241 -0.262918 1.97834
## It. 89, RSS = 1.00899e-09, Par. = 0.000134918 0.000212906 -0.284802 1.96277
## It. 90, RSS = 1.0088e-09, Par. = 0.000134942 0.000212464 -0.269174 1.97317
## It. 91, RSS = 1.00865e-09, Par. = 0.000134925 0.0002128 -0.280428 1.96524
## It. 92, RSS = 1.00859e-09, Par. = 0.000134938 0.000212566 -0.272279 1.97079
## It. 93, RSS = 1.00855e-09, Par. = 0.000134929 0.00021274 -0.278191 1.96666
## It. 94, RSS = 1.00854e-09, Par. = 0.000134936 0.000212616 -0.273895 1.96961
## It. 95, RSS = 1.00853e-09, Par. = 0.000134931 0.000212708 -0.277018 1.96743
## It. 96, RSS = 1.00852e-09, Par. = 0.000134935 0.000212641 -0.274747 1.969
## It. 97, RSS = 1.00852e-09, Par. = 0.000134932 0.00021269 -0.276398 1.96785
## It. 0, RSS = 2.20431e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 6.51674e-09, Par. = -0.00133558 0.000223339 -16.9569 57.8089
## It. 2, RSS = 5.50132e-09, Par. = -0.00139185 0.000239652 -17.5689 55.0512
## It. 3, RSS = 4.40557e-09, Par. = -0.00149988 0.000277101 -17.8391 50.004
## It. 4, RSS = 2.9668e-09, Par. = -0.00163271 0.000315547 -17.7257 46.8338
## It. 5, RSS = 2.34466e-09, Par. = -0.00175951 0.000347509 -17.6096 44.7917
## It. 6, RSS = 2.09829e-09, Par. = -0.00167546 0.000406942 -19.7904 43.8055
## It. 7, RSS = 2.08362e-09, Par. = -0.00166521 0.000419281 -20.1928 43.4872
## It. 8, RSS = 2.08098e-09, Par. = -0.00158713 0.000437264 -21.2205 43.2233
## It. 9, RSS = 2.06347e-09, Par. = -0.00155957 0.000445592 -21.6851 43.0163
## It. 10, RSS = 2.05793e-09, Par. = -0.00150144 0.000461024 -22.5637 42.668
## It. 11, RSS = 2.04751e-09, Par. = -0.00144801 0.000477613 -23.4766 42.1932
## It. 12, RSS = 2.03658e-09, Par. = -0.00140435 0.000493126 -24.2941 41.6721
## It. 13, RSS = 2.0294e-09, Par. = -0.00138324 0.000501834 -24.7304 41.3384
## It. 14, RSS = 2.02431e-09, Par. = -0.00134067 0.000518244 -25.5618 40.7058
## It. 15, RSS = 2.0164e-09, Par. = -0.00130091 0.000535717 -26.4089 39.9459
## It. 16, RSS = 2.0086e-09, Par. = -0.00126717 0.000552109 -27.1666 39.1659
## It. 17, RSS = 2.00305e-09, Par. = -0.00124675 0.000563036 -27.6471 38.6057
## It. 18, RSS = 1.99913e-09, Par. = -0.00120663 0.000583678 -28.5538 37.5172
## It. 19, RSS = 1.99167e-09, Par. = -0.00116872 0.000605676 -29.4585 36.2497
## It. 20, RSS = 1.98422e-09, Par. = -0.00113613 0.000626162 -30.245 34.9831
## It. 21, RSS = 1.97926e-09, Par. = -0.00111848 0.000638263 -30.6744 34.1895
## It. 22, RSS = 1.97558e-09, Par. = -0.00108266 0.000661112 -31.4869 32.65
## It. 23, RSS = 1.96938e-09, Par. = -0.00104791 0.000685172 -32.2666 30.9224
## It. 24, RSS = 1.96343e-09, Par. = -0.00101672 0.000707648 -32.9264 29.2187
## It. 25, RSS = 1.95914e-09, Par. = -0.000996083 0.000723066 -33.3317 27.995
## It. 26, RSS = 1.95598e-09, Par. = -0.0009548 0.000752163 -34.0743 25.6018
## It. 27, RSS = 1.94927e-09, Par. = -0.000913855 0.000782496 -34.7123 22.9613
## It. 28, RSS = 1.94304e-09, Par. = -0.000875805 0.00081071 -35.1815 20.3744
## It. 29, RSS = 1.9385e-09, Par. = -0.000848107 0.000831128 -35.4298 18.4173
## It. 30, RSS = 1.93483e-09, Par. = -0.000792113 0.000869447 -35.8161 14.5688
## It. 31, RSS = 1.9259e-09, Par. = -0.000740402 0.00090518 -35.8956 10.7939
## It. 32, RSS = 1.92317e-09, Par. = -0.000636187 0.000970731 -35.6233 3.40267
## It. 33, RSS = 1.90904e-09, Par. = -0.00058964 0.00100227 -34.8594 -0.130179
## It. 34, RSS = 1.89631e-09, Par. = -0.00047978 0.0010589 -33.146 -7.3531
## It. 35, RSS = 1.89006e-09, Par. = -0.00046422 0.00107105 -32.458 -8.33307
## It. 36, RSS = 1.88397e-09, Par. = -0.00042123 0.0010896 -31.3551 -10.7977
## It. 37, RSS = 1.87882e-09, Par. = -0.000395637 0.00110062 -30.5758 -12.1607
## It. 38, RSS = 1.87367e-09, Par. = -0.000341056 0.00112182 -28.9046 -14.9655
## It. 39, RSS = 1.86612e-09, Par. = -0.000291906 0.00114078 -27.109 -17.1478
## It. 40, RSS = 1.85624e-09, Par. = -0.000244166 0.001158 -25.1894 -18.9325
## It. 41, RSS = 1.84535e-09, Par. = -0.000198281 0.00117375 -23.1595 -20.277
## It. 42, RSS = 1.83255e-09, Par. = -0.000154405 0.00118816 -21.0415 -21.1491
## It. 43, RSS = 1.81713e-09, Par. = -0.000112695 0.00120131 -18.859 -21.5209
## It. 44, RSS = 1.79803e-09, Par. = -7.33076e-05 0.00121325 -16.6374 -21.3688
## It. 45, RSS = 1.77375e-09, Par. = -3.63871e-05 0.00122398 -14.4042 -20.6771
## It. 46, RSS = 1.74225e-09, Par. = -2.06525e-06 0.00123345 -12.1881 -19.4393
## It. 47, RSS = 1.70101e-09, Par. = 2.95467e-05 0.00124162 -10.0185 -17.6608
## It. 48, RSS = 1.64071e-09, Par. = 5.75146e-05 0.00124845 -7.98473 -15.4193
## It. 49, RSS = 1.56692e-09, Par. = 8.17238e-05 0.00125399 -6.13206 -12.835
## It. 50, RSS = 1.49815e-09, Par. = 0.000101827 0.00125803 -4.51839 -10.0835
## It. 51, RSS = 1.42743e-09, Par. = 0.000106783 0.0011959 -4.09352 -8.82512
## It. 52, RSS = 1.42695e-09, Par. = 0.000106392 0.00116613 -4.13146 -8.7888
## It. 53, RSS = 1.42667e-09, Par. = 0.000106589 0.00110667 -4.10175 -8.47038
## It. 54, RSS = 1.42639e-09, Par. = 0.000106735 0.00107456 -4.08092 -8.27744
## It. 55, RSS = 1.42608e-09, Par. = 0.000106974 0.00101033 -4.04394 -7.90283
## It. 56, RSS = 1.42557e-09, Par. = 0.00010728 0.000946151 -3.99831 -7.48739
## It. 57, RSS = 1.42519e-09, Par. = 0.000107451 0.000923823 -3.97534 -7.31688
## It. 58, RSS = 1.42479e-09, Par. = 0.000107683 0.000879111 -3.94007 -7.00693
## It. 59, RSS = 1.4243e-09, Par. = 0.000107948 0.00083912 -3.90172 -6.70312
## It. 60, RSS = 1.42414e-09, Par. = 0.000108466 0.000759161 -3.82389 -6.0797
## It. 61, RSS = 1.4225e-09, Par. = 0.000108912 0.000719336 -3.76268 -5.69029
## It. 62, RSS = 1.42175e-09, Par. = 0.000109311 0.000681057 -3.70667 -5.32475
## It. 63, RSS = 1.42169e-09, Par. = 0.000110109 0.00060456 -3.59035 -4.5645
## It. 64, RSS = 1.41853e-09, Par. = 0.00011084 0.000566625 -3.49335 -4.07486
## It. 65, RSS = 1.41723e-09, Par. = 0.000111441 0.000535314 -3.41399 -3.67762
## It. 66, RSS = 1.4162e-09, Par. = 0.000112593 0.00047275 -3.2536 -2.86001
## It. 67, RSS = 1.41199e-09, Par. = 0.00011436 0.000410922 -3.01975 -1.87714
## It. 68, RSS = 1.40601e-09, Par. = 0.000116882 0.000350069 -2.69954 -0.749569
## It. 69, RSS = 1.39752e-09, Par. = 0.000120655 0.000291043 -2.24035 0.543316
## It. 70, RSS = 1.37965e-09, Par. = 0.000123321 0.000277999 -1.9661 0.936668
## It. 71, RSS = 1.37797e-09, Par. = 0.000126529 0.000247487 -1.59613 1.66254
## It. 72, RSS = 1.37012e-09, Par. = 0.000126831 0.000256913 -1.62377 1.40028
## It. 73, RSS = 1.36848e-09, Par. = 0.000127993 0.000245228 -1.46074 1.71198
## It. 74, RSS = 1.36696e-09, Par. = 0.00012817 0.000249614 -1.48043 1.57989
## It. 75, RSS = 1.36643e-09, Par. = 0.000128651 0.000244714 -1.40937 1.70921
## It. 76, RSS = 1.3661e-09, Par. = 0.000128801 0.000246082 -1.41037 1.66429
## It. 77, RSS = 1.36596e-09, Par. = 0.000129026 0.000244095 -1.37922 1.71508
## It. 78, RSS = 1.36587e-09, Par. = 0.00012913 0.000244377 -1.37488 1.70303
## It. 79, RSS = 1.36583e-09, Par. = 0.000129221 0.000243776 -1.3638 1.7176
## It. 80, RSS = 1.36581e-09, Par. = 0.000129301 0.000243496 -1.35638 1.72281
## It. 81, RSS = 1.36579e-09, Par. = 0.000129362 0.000243252 -1.35032 1.72773
## It. 82, RSS = 1.36578e-09, Par. = 0.000129409 0.000243084 -1.34586 1.73095
## It. 83, RSS = 1.36578e-09, Par. = 0.000129446 0.000242942 -1.34227 1.73376
## It. 84, RSS = 1.36577e-09, Par. = 0.000129475 0.000242838 -1.33953 1.73577
## It. 85, RSS = 1.36577e-09, Par. = 0.000129497 0.000242753 -1.33735 1.73744
## It. 86, RSS = 1.36577e-09, Par. = 0.000129515 0.000242688 -1.33566 1.73869
## It. 87, RSS = 1.36577e-09, Par. = 0.000129529 0.000242636 -1.33432 1.7397
## It. 88, RSS = 1.36577e-09, Par. = 0.00012954 0.000242596 -1.33327 1.74048
## It. 89, RSS = 1.36577e-09, Par. = 0.000129548 0.000242564 -1.33243 1.74111
## It. 90, RSS = 1.36577e-09, Par. = 0.000129555 0.000242539 -1.33178 1.7416
## It. 91, RSS = 1.36577e-09, Par. = 0.00012956 0.000242519 -1.33126 1.74199
## It. 92, RSS = 1.36577e-09, Par. = 0.000129565 0.000242503 -1.33084 1.74229
## It. 93, RSS = 1.36577e-09, Par. = 0.000129568 0.00024249 -1.33052 1.74254
## It. 94, RSS = 1.36577e-09, Par. = 0.000129571 0.00024248 -1.33026 1.74273
## It. 95, RSS = 1.36577e-09, Par. = 0.000129573 0.000242472 -1.33005 1.74288
## It. 0, RSS = 2.07334e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 6.07853e-09, Par. = -0.00131346 0.000222924 -16.8632 57.4893
## It. 2, RSS = 5.181e-09, Par. = -0.00136733 0.000238844 -17.4477 54.8735
## It. 3, RSS = 4.16599e-09, Par. = -0.00147173 0.000274816 -17.7495 50.0186
## It. 4, RSS = 2.86981e-09, Par. = -0.00159774 0.000311878 -17.6628 46.8819
## It. 5, RSS = 2.30101e-09, Par. = -0.00172876 0.000345953 -17.5836 44.6592
## It. 6, RSS = 2.23693e-09, Par. = -0.00157295 0.000406903 -20.3249 44.1046
## It. 7, RSS = 2.05534e-09, Par. = -0.00154469 0.000426585 -21.1822 43.4739
## It. 8, RSS = 2.05173e-09, Par. = -0.00153436 0.000431199 -21.3889 43.3509
## It. 9, RSS = 2.04604e-09, Par. = -0.0015059 0.000438764 -21.8197 43.1792
## It. 10, RSS = 2.03921e-09, Par. = -0.00145186 0.000452812 -22.6482 42.8326
## It. 11, RSS = 2.02869e-09, Par. = -0.00140223 0.000467863 -23.5033 42.3705
## It. 12, RSS = 2.01828e-09, Par. = -0.00136102 0.000482034 -24.2757 41.8666
## It. 13, RSS = 2.01091e-09, Par. = -0.00133672 0.00049147 -24.7683 41.4896
## It. 14, RSS = 2.00571e-09, Par. = -0.00128935 0.000509266 -25.6998 40.7595
## It. 15, RSS = 1.99606e-09, Par. = -0.00124557 0.000528359 -26.6486 39.8659
## It. 16, RSS = 1.98628e-09, Par. = -0.00120905 0.000546188 -27.4865 38.9468
## It. 17, RSS = 1.9798e-09, Par. = -0.00119001 0.000556676 -27.9493 38.3608
## It. 18, RSS = 1.9751e-09, Par. = -0.00115154 0.000576453 -28.8284 37.2313
## It. 19, RSS = 1.96735e-09, Par. = -0.0011151 0.000597452 -29.7018 35.9281
## It. 20, RSS = 1.9598e-09, Par. = -0.0010835 0.000617097 -30.4635 34.6259
## It. 21, RSS = 1.95448e-09, Par. = -0.00106389 0.000630192 -30.9341 33.7088
## It. 22, RSS = 1.95062e-09, Par. = -0.00102484 0.000654906 -31.8146 31.9214
## It. 23, RSS = 1.94307e-09, Par. = -0.000987061 0.000681037 -32.6481 29.902
## It. 24, RSS = 1.93579e-09, Par. = -0.000953329 0.000705366 -33.3358 27.9131
## It. 25, RSS = 1.93082e-09, Par. = -0.000932558 0.000720984 -33.719 26.5761
## It. 26, RSS = 1.92698e-09, Par. = -0.000890434 0.0007504 -34.4202 23.9607
## It. 27, RSS = 1.91939e-09, Par. = -0.000853076 0.000777945 -34.9351 21.3795
## It. 28, RSS = 1.91423e-09, Par. = -0.000825615 0.000798242 -35.2218 19.3962
## It. 29, RSS = 1.91019e-09, Par. = -0.00077024 0.000836332 -35.6798 15.4977
## It. 30, RSS = 1.90003e-09, Par. = -0.000719699 0.000871875 -35.823 11.6748
## It. 31, RSS = 1.8978e-09, Par. = -0.000618178 0.000937132 -35.6725 4.19416
## It. 32, RSS = 1.88085e-09, Par. = -0.00057382 0.000968583 -34.9699 0.625847
## It. 33, RSS = 1.86611e-09, Par. = -0.00046858 0.00102501 -33.3919 -6.64749
## It. 34, RSS = 1.8606e-09, Par. = -0.000453846 0.00103713 -32.737 -7.65785
## It. 35, RSS = 1.85393e-09, Par. = -0.000412786 0.00105586 -31.6892 -10.1585
## It. 36, RSS = 1.84761e-09, Par. = -0.00038092 0.00107009 -30.738 -11.9781
## It. 37, RSS = 1.84589e-09, Par. = -0.000312879 0.00109788 -28.6114 -15.6633
## It. 38, RSS = 1.82659e-09, Par. = -0.000284315 0.00111072 -27.4033 -16.8631
## It. 39, RSS = 1.81859e-09, Par. = -0.000262318 0.00111904 -26.51 -17.745
## It. 40, RSS = 1.81378e-09, Par. = -0.000215565 0.0011354 -24.5787 -19.5383
## It. 41, RSS = 1.79991e-09, Par. = -0.000174535 0.00115004 -22.6305 -20.6564
## It. 42, RSS = 1.78337e-09, Par. = -0.000135011 0.00116336 -20.6177 -21.3654
## It. 43, RSS = 1.764e-09, Par. = -9.74081e-05 0.00117554 -18.5523 -21.6215
## It. 44, RSS = 1.74008e-09, Par. = -6.18186e-05 0.0011866 -16.4562 -21.4076
## It. 45, RSS = 1.70994e-09, Par. = -2.83475e-05 0.00119654 -14.3521 -20.7125
## It. 46, RSS = 1.67121e-09, Par. = 2.90963e-06 0.00120535 -12.2635 -19.5323
## It. 47, RSS = 1.62058e-09, Par. = 3.18703e-05 0.00121299 -10.2144 -17.871
## It. 48, RSS = 1.5518e-09, Par. = 5.81217e-05 0.00121944 -8.25352 -15.7661
## It. 49, RSS = 1.45588e-09, Par. = 8.05405e-05 0.00122469 -6.49081 -13.3729
## It. 50, RSS = 1.35112e-09, Par. = 9.97163e-05 0.00122882 -4.91925 -10.805
## It. 51, RSS = 1.2656e-09, Par. = 0.000114832 0.00123173 -3.62305 -8.29969
## It. 52, RSS = 1.22828e-09, Par. = 0.000116847 0.00112315 -3.43152 -7.38543
## It. 53, RSS = 1.22817e-09, Par. = 0.000116874 0.00110128 -3.42885 -7.29968
## It. 54, RSS = 1.22797e-09, Par. = 0.000116977 0.00105757 -3.41173 -7.09542
## It. 55, RSS = 1.22789e-09, Par. = 0.000117201 0.000970168 -3.37411 -6.66476
## It. 56, RSS = 1.22714e-09, Par. = 0.000117387 0.000926524 -3.3457 -6.4018
## It. 57, RSS = 1.22682e-09, Par. = 0.000117549 0.000885446 -3.32022 -6.15903
## It. 58, RSS = 1.22678e-09, Par. = 0.000117864 0.000803306 -3.26828 -5.65819
## It. 59, RSS = 1.22559e-09, Par. = 0.000118135 0.000762332 -3.22754 -5.34488
## It. 60, RSS = 1.22513e-09, Par. = 0.000118351 0.000728712 -3.19471 -5.09097
## It. 61, RSS = 1.22482e-09, Par. = 0.000118756 0.000661487 -3.12954 -4.57267
## It. 62, RSS = 1.22372e-09, Par. = 0.00011933 0.000594444 -3.04067 -3.96288
## It. 63, RSS = 1.22242e-09, Par. = 0.00012008 0.000527614 -2.9268 -3.26757
## It. 64, RSS = 1.22077e-09, Par. = 0.000121086 0.000461118 -2.77661 -2.46286
## It. 65, RSS = 1.21875e-09, Par. = 0.000122503 0.000395192 -2.56998 -1.5165
## It. 66, RSS = 1.21705e-09, Par. = 0.000124624 0.00033033 -2.26963 -0.386671
## It. 67, RSS = 1.20253e-09, Par. = 0.000126795 0.000299646 -1.98934 0.332092
## It. 68, RSS = 1.20046e-09, Par. = 0.000129129 0.00026826 -1.69146 1.02709
## It. 69, RSS = 1.19618e-09, Par. = 0.000129641 0.000273903 -1.6679 0.905693
## It. 70, RSS = 1.19522e-09, Par. = 0.000130456 0.000262348 -1.5483 1.17821
## It. 71, RSS = 1.19448e-09, Par. = 0.000130749 0.00026394 -1.53388 1.13681
## It. 72, RSS = 1.19419e-09, Par. = 0.000131023 0.000260812 -1.49545 1.21105
## It. 73, RSS = 1.194e-09, Par. = 0.000131262 0.000259348 -1.46965 1.24322
## It. 74, RSS = 1.19389e-09, Par. = 0.000131444 0.000258108 -1.449 1.27081
## It. 75, RSS = 1.19382e-09, Par. = 0.000131583 0.000257243 -1.43366 1.2898
## It. 76, RSS = 1.19377e-09, Par. = 0.000131693 0.000256528 -1.42128 1.30555
## It. 77, RSS = 1.19374e-09, Par. = 0.00013178 0.000255983 -1.41155 1.31749
## It. 78, RSS = 1.19372e-09, Par. = 0.000131851 0.000255535 -1.40361 1.32731
## It. 79, RSS = 1.19371e-09, Par. = 0.000131909 0.000255177 -1.39717 1.33513
## It. 80, RSS = 1.1937e-09, Par. = 0.000131956 0.000254883 -1.39187 1.34158
## It. 81, RSS = 1.19369e-09, Par. = 0.000131995 0.000254641 -1.3875 1.34685
## It. 82, RSS = 1.19369e-09, Par. = 0.000132028 0.000254441 -1.38386 1.35122
## It. 83, RSS = 1.19368e-09, Par. = 0.000132055 0.000254274 -1.38084 1.35485
## It. 84, RSS = 1.19368e-09, Par. = 0.000132077 0.000254135 -1.3783 1.35787
## It. 85, RSS = 1.19368e-09, Par. = 0.000132096 0.000254019 -1.37617 1.36041
## It. 86, RSS = 1.19368e-09, Par. = 0.000132112 0.000253921 -1.37439 1.36253
## It. 87, RSS = 1.19368e-09, Par. = 0.000132125 0.000253839 -1.37288 1.36432
## It. 88, RSS = 1.19368e-09, Par. = 0.000132137 0.000253769 -1.37161 1.36583
## It. 89, RSS = 1.19368e-09, Par. = 0.000132146 0.000253711 -1.37053 1.36711
## It. 90, RSS = 1.19368e-09, Par. = 0.000132154 0.000253661 -1.36962 1.36818
## It. 91, RSS = 1.19368e-09, Par. = 0.000132161 0.000253619 -1.36885 1.36909
## It. 92, RSS = 1.19368e-09, Par. = 0.000132167 0.000253584 -1.3682 1.36987
## It. 93, RSS = 1.19368e-09, Par. = 0.000132172 0.000253554 -1.36764 1.37052
## It. 94, RSS = 1.19368e-09, Par. = 0.000132176 0.000253528 -1.36717 1.37108
## It. 95, RSS = 1.19368e-09, Par. = 0.00013218 0.000253506 -1.36677 1.37155
## It. 96, RSS = 1.19368e-09, Par. = 0.000132183 0.000253488 -1.36643 1.37195
## It. 97, RSS = 1.19368e-09, Par. = 0.000132185 0.000253472 -1.36614 1.37229
## It. 0, RSS = 1.7603e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 6.92788e-09, Par. = -0.00105935 0.000230343 -16.6739 50.7594
## It. 2, RSS = 5.76947e-09, Par. = -0.00109167 0.000244283 -16.6236 49.5568
## It. 3, RSS = 4.75314e-09, Par. = -0.00117519 0.000268798 -16.7561 46.2663
## It. 4, RSS = 4.00474e-09, Par. = -0.00136517 0.000318483 -16.6975 41.5076
## It. 5, RSS = 2.84407e-09, Par. = -0.00149832 0.000377798 -17.196 39.1012
## It. 6, RSS = 2.47255e-09, Par. = -0.00147611 0.000389124 -17.4628 39.005
## It. 7, RSS = 2.45863e-09, Par. = -0.00141059 0.000403978 -18.3105 38.8259
## It. 8, RSS = 2.4386e-09, Par. = -0.00135821 0.000417336 -19.0846 38.579
## It. 9, RSS = 2.42407e-09, Par. = -0.00132537 0.000427012 -19.6247 38.3509
## It. 10, RSS = 2.41471e-09, Par. = -0.00126341 0.000444996 -20.6321 37.907
## It. 11, RSS = 2.39543e-09, Par. = -0.00120809 0.000464732 -21.6825 37.2734
## It. 12, RSS = 2.37641e-09, Par. = -0.00115969 0.000484967 -22.6998 36.5059
## It. 13, RSS = 2.35913e-09, Par. = -0.00112088 0.000503551 -23.583 35.7016
## It. 14, RSS = 2.34788e-09, Par. = -0.00109917 0.000515454 -24.1142 35.1306
## It. 15, RSS = 2.34016e-09, Par. = -0.00105601 0.000537604 -25.108 34.0349
## It. 16, RSS = 2.32624e-09, Par. = -0.00101588 0.000561533 -26.1045 32.71
## It. 17, RSS = 2.31252e-09, Par. = -0.000982677 0.000583525 -26.9465 31.3825
## It. 18, RSS = 2.30344e-09, Par. = -0.000961905 0.000598465 -27.4714 30.4181
## It. 19, RSS = 2.29716e-09, Par. = -0.000920543 0.000626283 -28.4393 28.5499
## It. 20, RSS = 2.28446e-09, Par. = -0.00088063 0.000656049 -29.3497 26.3814
## It. 21, RSS = 2.27236e-09, Par. = -0.000845745 0.000683302 -30.0668 24.2568
## It. 22, RSS = 2.26422e-09, Par. = -0.00082164 0.000702592 -30.4961 22.6684
## It. 23, RSS = 2.25825e-09, Par. = -0.000773102 0.000738428 -31.2467 19.5709
## It. 24, RSS = 2.24443e-09, Par. = -0.000724493 0.000775769 -31.7889 16.1187
## It. 25, RSS = 2.23413e-09, Par. = -0.000691345 0.000801348 -31.9743 13.6258
## It. 26, RSS = 2.22558e-09, Par. = -0.000622461 0.000848411 -32.1715 8.73055
## It. 27, RSS = 2.207e-09, Par. = -0.000558376 0.000891729 -31.8406 3.96268
## It. 28, RSS = 2.18424e-09, Par. = -0.000423975 0.000970164 -30.3992 -5.39894
## It. 29, RSS = 2.17443e-09, Par. = -0.000408791 0.000986951 -29.5077 -6.55381
## It. 30, RSS = 2.16141e-09, Par. = -0.000356002 0.00101096 -28.1976 -9.62779
## It. 31, RSS = 2.15149e-09, Par. = -0.000330817 0.00102267 -27.3881 -10.9496
## It. 32, RSS = 2.14079e-09, Par. = -0.000275506 0.00104463 -25.6692 -13.7534
## It. 33, RSS = 2.1263e-09, Par. = -0.000226572 0.00106396 -23.818 -15.8277
## It. 34, RSS = 2.10726e-09, Par. = -0.000179214 0.00108135 -21.8351 -17.4405
## It. 35, RSS = 2.08531e-09, Par. = -0.000134008 0.00109711 -19.7384 -18.5377
## It. 36, RSS = 2.05822e-09, Par. = -9.11561e-05 0.00111139 -17.5573 -19.0808
## It. 37, RSS = 2.02367e-09, Par. = -5.08629e-05 0.00112425 -15.3236 -19.0386
## It. 38, RSS = 1.97808e-09, Par. = -1.33248e-05 0.00113572 -13.0717 -18.3894
## It. 39, RSS = 1.91594e-09, Par. = 2.12825e-05 0.00114572 -10.8377 -17.1251
## It. 40, RSS = 1.82906e-09, Par. = 5.28127e-05 0.0011542 -8.65872 -15.2539
## It. 41, RSS = 1.69365e-09, Par. = 7.97836e-05 0.00116114 -6.66897 -12.9057
## It. 42, RSS = 1.54285e-09, Par. = 0.000104511 0.00116702 -4.74572 -10.0407
## It. 43, RSS = 1.33144e-09, Par. = 0.000122356 0.0011709 -3.24742 -7.1702
## It. 44, RSS = 1.25453e-09, Par. = 0.00012609 0.00104214 -2.92265 -5.90555
## It. 45, RSS = 1.25369e-09, Par. = 0.000125947 0.00101597 -2.93893 -5.86135
## It. 46, RSS = 1.25325e-09, Par. = 0.000126069 0.000963721 -2.9187 -5.62676
## It. 47, RSS = 1.25275e-09, Par. = 0.000126209 0.00091854 -2.89659 -5.40215
## It. 48, RSS = 1.25253e-09, Par. = 0.000126482 0.000828193 -2.85183 -4.94077
## It. 49, RSS = 1.25089e-09, Par. = 0.000126723 0.000783119 -2.81564 -4.64719
## It. 50, RSS = 1.25012e-09, Par. = 0.000126936 0.000740984 -2.78296 -4.37765
## It. 51, RSS = 1.25002e-09, Par. = 0.000127356 0.000656751 -2.71539 -3.81635
## It. 52, RSS = 1.24694e-09, Par. = 0.00012775 0.000614839 -2.65731 -3.44562
## It. 53, RSS = 1.24572e-09, Par. = 0.000128059 0.000583124 -2.6123 -3.16622
## It. 54, RSS = 1.24455e-09, Par. = 0.000128625 0.000519713 -2.52388 -2.59661
## It. 55, RSS = 1.24124e-09, Par. = 0.000129485 0.000456715 -2.39474 -1.90296
## It. 56, RSS = 1.2369e-09, Par. = 0.000130704 0.000394269 -2.21629 -1.08873
## It. 57, RSS = 1.23139e-09, Par. = 0.000132514 0.000332844 -1.95684 -0.117264
## It. 58, RSS = 1.2136e-09, Par. = 0.000134282 0.000306518 -1.72648 0.452322
## It. 59, RSS = 1.20559e-09, Par. = 0.000135698 0.000287422 -1.54888 0.832817
## It. 60, RSS = 1.19798e-09, Par. = 0.000137399 0.000264864 -1.31974 1.30242
## It. 61, RSS = 1.18846e-09, Par. = 0.000138326 0.000263713 -1.23031 1.32322
## It. 62, RSS = 1.18231e-09, Par. = 0.000139035 0.00025724 -1.1356 1.45755
## It. 63, RSS = 1.17301e-09, Par. = 0.000139926 0.000250233 -1.01922 1.59834
## It. 64, RSS = 1.15897e-09, Par. = 0.000140801 0.000245684 -0.912013 1.67805
## It. 65, RSS = 1.13418e-09, Par. = 0.00014176 0.00023997 -0.78172 1.77783
## It. 66, RSS = 1.08312e-09, Par. = 0.000142843 0.000234818 -0.630436 1.85009
## It. 67, RSS = 9.94399e-10, Par. = 0.000143928 0.000229805 -0.455321 1.90644
## It. 68, RSS = 9.4151e-10, Par. = 0.000144503 0.000227272 -0.328638 1.92592
## It. 69, RSS = 9.39333e-10, Par. = 0.00014456 0.000227137 -0.305325 1.93007
## It. 70, RSS = 9.39323e-10, Par. = 0.000144567 0.000227205 -0.305945 1.92841
## It. 71, RSS = 9.39323e-10, Par. = 0.000144567 0.000227199 -0.305756 1.92855
## It. 72, RSS = 9.39323e-10, Par. = 0.000144567 0.0002272 -0.305774 1.92853
## It. 0, RSS = 1.52087e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 6.48721e-09, Par. = -0.000959593 0.000230853 -16.241 48.045
## It. 2, RSS = 4.65528e-09, Par. = -0.000838249 0.000430726 -29.8678 42.3667
## It. 3, RSS = 2.62358e-09, Par. = -0.000890949 0.00045024 -28.4775 41.7082
## It. 4, RSS = 2.07115e-09, Par. = -0.00103369 0.000483303 -26.2175 39.2118
## It. 5, RSS = 1.99619e-09, Par. = -0.00103999 0.000592543 -29.6267 34.7643
## It. 6, RSS = 1.95687e-09, Par. = -0.000984278 0.000688381 -33.1713 30.707
## It. 7, RSS = 1.8891e-09, Par. = -0.000929916 0.000779024 -36.1469 25.4425
## It. 8, RSS = 1.83621e-09, Par. = -0.000864243 0.0008641 -38.1369 19.2001
## It. 9, RSS = 1.80678e-09, Par. = -0.000782636 0.000940429 -38.9994 12.2094
## It. 10, RSS = 1.79359e-09, Par. = -0.000749014 0.000965345 -38.68 9.43155
## It. 11, RSS = 1.78459e-09, Par. = -0.000669168 0.00100937 -38.1833 3.87028
## It. 12, RSS = 1.76621e-09, Par. = -0.00049463 0.00108327 -35.6325 -7.46999
## It. 13, RSS = 1.7606e-09, Par. = -0.000461831 0.00109593 -33.8706 -9.17925
## It. 14, RSS = 1.74699e-09, Par. = -0.000424159 0.00110376 -32.7294 -10.9795
## It. 15, RSS = 1.74167e-09, Par. = -0.000342356 0.00111837 -30.0991 -14.7987
## It. 16, RSS = 1.73952e-09, Par. = -0.000269614 0.00112992 -27.1986 -17.5703
## It. 17, RSS = 1.70203e-09, Par. = -0.000234205 0.00113564 -25.553 -18.4994
## It. 18, RSS = 1.68975e-09, Par. = -0.000211498 0.00113879 -24.4991 -19.0514
## It. 19, RSS = 1.68244e-09, Par. = -0.000162022 0.00114482 -22.2036 -20.2313
## It. 20, RSS = 1.66126e-09, Par. = -0.000118851 0.00115102 -19.9436 -20.7322
## It. 21, RSS = 1.63339e-09, Par. = -7.8766e-05 0.00115761 -17.7235 -20.8143
## It. 22, RSS = 1.59755e-09, Par. = -4.31278e-05 0.00116464 -15.6141 -20.4588
## It. 23, RSS = 1.5533e-09, Par. = -1.17912e-05 0.0011717 -13.6389 -19.7099
## It. 24, RSS = 1.49991e-09, Par. = 1.56532e-05 0.00117844 -11.8071 -18.6265
## It. 25, RSS = 1.4364e-09, Par. = 3.97073e-05 0.00118459 -10.1172 -17.2679
## It. 26, RSS = 1.3873e-09, Par. = 4.68178e-05 0.00118665 -9.57797 -16.6192
## It. 27, RSS = 1.33844e-09, Par. = 6.20799e-05 0.00119034 -8.46732 -15.5184
## It. 28, RSS = 1.3166e-09, Par. = 9.03152e-05 0.00119714 -6.33167 -13.0132
## It. 29, RSS = 1.11408e-09, Par. = 0.000100002 0.00119981 -5.45775 -11.3365
## It. 30, RSS = 1.0676e-09, Par. = 0.000121309 0.00120424 -3.76268 -8.58247
## It. 31, RSS = 9.1419e-10, Par. = 0.000131091 0.00115397 -2.78175 -6.08643
## It. 32, RSS = 9.07254e-10, Par. = 0.000129338 0.00108719 -2.97577 -6.32002
## It. 33, RSS = 9.05711e-10, Par. = 0.000129281 0.00103078 -2.97025 -6.08892
## It. 34, RSS = 9.05476e-10, Par. = 0.000129365 0.00100148 -2.95686 -5.94837
## It. 35, RSS = 9.05239e-10, Par. = 0.000129499 0.000942852 -2.93369 -5.67901
## It. 36, RSS = 9.04869e-10, Par. = 0.000129669 0.000884264 -2.90525 -5.37996
## It. 37, RSS = 9.04584e-10, Par. = 0.00012976 0.000864409 -2.8913 -5.25989
## It. 38, RSS = 9.04299e-10, Par. = 0.000129888 0.000824661 -2.86954 -5.04147
## It. 39, RSS = 9.03957e-10, Par. = 0.000130033 0.000788483 -2.84579 -4.82416
## It. 40, RSS = 9.03877e-10, Par. = 0.000130322 0.000716149 -2.79684 -4.37592
## It. 41, RSS = 9.02703e-10, Par. = 0.000130565 0.000680097 -2.75867 -4.09499
## It. 42, RSS = 9.02232e-10, Par. = 0.000130765 0.000649908 -2.72708 -3.86248
## It. 43, RSS = 9.01957e-10, Par. = 0.000131149 0.000589553 -2.66339 -3.38548
## It. 44, RSS = 9.00889e-10, Par. = 0.000131695 0.00052944 -2.5757 -2.82069
## It. 45, RSS = 8.99707e-10, Par. = 0.000132421 0.000469617 -2.4614 -2.17234
## It. 46, RSS = 8.98481e-10, Par. = 0.000133416 0.000410271 -2.30743 -1.41666
## It. 47, RSS = 8.98006e-10, Par. = 0.000134853 0.000351775 -2.08985 -0.522762
## It. 48, RSS = 8.90078e-10, Par. = 0.000136237 0.00032387 -1.89664 0.0440176
## It. 49, RSS = 8.88772e-10, Par. = 0.000137136 0.00031025 -1.78155 0.318765
## It. 50, RSS = 8.88379e-10, Par. = 0.000137578 0.000305071 -1.72847 0.42545
## It. 51, RSS = 8.88249e-10, Par. = 0.000137846 0.000301367 -1.69462 0.500113
## It. 52, RSS = 8.882e-10, Par. = 0.000138 0.000299574 -1.67623 0.536712
## It. 53, RSS = 8.88182e-10, Par. = 0.000138096 0.000298355 -1.66434 0.561538
## It. 54, RSS = 8.88174e-10, Par. = 0.000138155 0.000297657 -1.65724 0.575775
## It. 55, RSS = 8.88171e-10, Par. = 0.000138192 0.000297204 -1.6527 0.585018
## It. 56, RSS = 8.8817e-10, Par. = 0.000138215 0.000296926 -1.64989 0.59068
## It. 57, RSS = 8.8817e-10, Par. = 0.00013823 0.000296749 -1.64809 0.594308
## It. 58, RSS = 8.8817e-10, Par. = 0.000138239 0.000296637 -1.64696 0.596583
## It. 59, RSS = 8.88169e-10, Par. = 0.000138245 0.000296566 -1.64624 0.598033
## It. 60, RSS = 8.88169e-10, Par. = 0.000138249 0.000296522 -1.64578 0.59894
## It. 61, RSS = 8.88169e-10, Par. = 0.000138251 0.000296493 -1.64549 0.599533
## It. 0, RSS = 1.37496e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 6.98656e-09, Par. = -0.000832568 0.000231452 -15.2973 43.8433
## It. 2, RSS = 5.86932e-09, Par. = -0.000744247 0.0004157 -26.9154 37.3809
## It. 3, RSS = 2.56687e-09, Par. = -0.000958796 0.000512337 -23.6272 31.9163
## It. 4, RSS = 2.24331e-09, Par. = -0.000917804 0.000528814 -24.7329 31.6743
## It. 5, RSS = 2.24126e-09, Par. = -0.000885026 0.000567182 -26.6102 30.2842
## It. 6, RSS = 2.21048e-09, Par. = -0.000875887 0.000586765 -27.3937 29.3758
## It. 7, RSS = 2.20361e-09, Par. = -0.000851778 0.000621935 -28.8223 27.7267
## It. 8, RSS = 2.19067e-09, Par. = -0.000827295 0.00066015 -30.2139 25.6637
## It. 9, RSS = 2.17849e-09, Par. = -0.000801989 0.000697588 -31.4052 23.3727
## It. 10, RSS = 2.17082e-09, Par. = -0.000788786 0.000716577 -31.887 22.0639
## It. 11, RSS = 2.16439e-09, Par. = -0.000759059 0.000751256 -32.7824 19.544
## It. 12, RSS = 2.15538e-09, Par. = -0.000726037 0.00078648 -33.4696 16.6728
## It. 13, RSS = 2.15309e-09, Par. = -0.000658072 0.000847201 -34.2951 11.1098
## It. 14, RSS = 2.1332e-09, Par. = -0.000618761 0.000876027 -34.0758 7.88195
## It. 15, RSS = 2.12085e-09, Par. = -0.000526821 0.000926563 -33.3912 1.39783
## It. 16, RSS = 2.10252e-09, Par. = -0.000318738 0.00100649 -29.5538 -11.8402
## It. 17, RSS = 2.07489e-09, Par. = -0.000313816 0.00101579 -28.1002 -11.6431
## It. 18, RSS = 2.06515e-09, Par. = -0.000269276 0.00102386 -26.3804 -13.5134
## It. 19, RSS = 2.05065e-09, Par. = -0.000224687 0.00103072 -24.5956 -15.1688
## It. 20, RSS = 2.03864e-09, Par. = -0.000206351 0.00103375 -23.7563 -15.6883
## It. 21, RSS = 2.02582e-09, Par. = -0.000166522 0.00103895 -22.0163 -16.8945
## It. 22, RSS = 2.01268e-09, Par. = -0.000151621 0.00104143 -21.2604 -17.1584
## It. 23, RSS = 1.99771e-09, Par. = -0.00011938 0.00104566 -19.7005 -17.8349
## It. 24, RSS = 1.98213e-09, Par. = -0.000103409 0.00104823 -18.8449 -17.9823
## It. 25, RSS = 1.9646e-09, Par. = -6.87234e-05 0.00105306 -17.0156 -18.3384
## It. 26, RSS = 1.9325e-09, Par. = -3.98502e-05 0.00105835 -15.353 -18.2506
## It. 27, RSS = 1.9049e-09, Par. = -2.65877e-05 0.00106132 -14.5403 -18.0235
## It. 28, RSS = 1.87734e-09, Par. = 6.71311e-07 0.00106696 -12.8788 -17.6214
## It. 29, RSS = 1.8289e-09, Par. = 2.30498e-05 0.00107252 -11.3978 -16.8601
## It. 30, RSS = 1.79251e-09, Par. = 3.26713e-05 0.00107519 -10.7244 -16.3417
## It. 31, RSS = 1.74699e-09, Par. = 5.25721e-05 0.00108012 -9.35251 -15.3829
## It. 32, RSS = 1.69455e-09, Par. = 6.32994e-05 0.00108314 -8.54634 -14.5525
## It. 33, RSS = 1.63105e-09, Par. = 8.5039e-05 0.00108856 -6.94596 -12.9401
## It. 34, RSS = 1.53186e-09, Par. = 9.45521e-05 0.00109126 -6.14803 -11.732
## It. 35, RSS = 1.44268e-09, Par. = 0.00011279 0.00109547 -4.71419 -9.73056
## It. 36, RSS = 1.35481e-09, Par. = 0.000116701 0.00109661 -4.33228 -8.8856
## It. 37, RSS = 1.2906e-09, Par. = 0.000126184 0.00109857 -3.55071 -7.54676
## It. 38, RSS = 1.25978e-09, Par. = 0.000133513 0.00104045 -2.87507 -5.94525
## It. 39, RSS = 1.25807e-09, Par. = 0.000132316 0.00100386 -2.97425 -6.00966
## It. 40, RSS = 1.25736e-09, Par. = 0.000132468 0.00093398 -2.94637 -5.67952
## It. 41, RSS = 1.25679e-09, Par. = 0.000132588 0.000906037 -2.92832 -5.51956
## It. 42, RSS = 1.25612e-09, Par. = 0.000132755 0.00085011 -2.90001 -5.22565
## It. 43, RSS = 1.25541e-09, Par. = 0.000132914 0.000813687 -2.87489 -5.00475
## It. 44, RSS = 1.25461e-09, Par. = 0.000133193 0.000740833 -2.82777 -4.56574
## It. 45, RSS = 1.25299e-09, Par. = 0.00013359 0.000668119 -2.76329 -4.04848
## It. 46, RSS = 1.25095e-09, Par. = 0.000134105 0.000595563 -2.68091 -3.45781
## It. 47, RSS = 1.24824e-09, Par. = 0.000134789 0.000523257 -2.57255 -2.77217
## It. 48, RSS = 1.24449e-09, Par. = 0.000135744 0.000451365 -2.42389 -1.96096
## It. 49, RSS = 1.23921e-09, Par. = 0.000137154 0.000380235 -2.20836 -0.980036
## It. 50, RSS = 1.23354e-09, Par. = 0.00013942 0.000310695 -1.87075 0.231082
## It. 51, RSS = 1.1991e-09, Par. = 0.000141388 0.000293973 -1.61591 0.711336
## It. 52, RSS = 1.19203e-09, Par. = 0.000143844 0.000256267 -1.26859 1.49553
## It. 53, RSS = 1.15726e-09, Par. = 0.000145136 0.000258903 -1.14109 1.44358
## It. 54, RSS = 1.13729e-09, Par. = 0.000146147 0.000249328 -0.987251 1.65886
## It. 55, RSS = 1.09981e-09, Par. = 0.000147492 0.000241409 -0.803755 1.80975
## It. 56, RSS = 1.02704e-09, Par. = 0.000148813 0.000236048 -0.61803 1.87816
## It. 57, RSS = 9.18779e-10, Par. = 0.000150004 0.000230766 -0.41215 1.93346
## It. 58, RSS = 8.86584e-10, Par. = 0.000150391 0.00022984 -0.315368 1.92447
## It. 59, RSS = 8.86098e-10, Par. = 0.000150397 0.000230592 -0.327114 1.90942
## It. 60, RSS = 8.86016e-10, Par. = 0.000150408 0.000230336 -0.319591 1.91544
## It. 61, RSS = 8.85994e-10, Par. = 0.000150405 0.000230477 -0.323244 1.91201
## It. 62, RSS = 8.85989e-10, Par. = 0.000150407 0.000230405 -0.321294 1.91374
## It. 63, RSS = 8.85987e-10, Par. = 0.000150406 0.000230443 -0.322297 1.91282
## It. 64, RSS = 8.85987e-10, Par. = 0.000150407 0.000230423 -0.321771 1.9133
## It. 65, RSS = 8.85986e-10, Par. = 0.000150407 0.000230434 -0.322044 1.91305
## It. 66, RSS = 8.85986e-10, Par. = 0.000150407 0.000230428 -0.321902 1.91318
## It. 67, RSS = 8.85986e-10, Par. = 0.000150407 0.000230431 -0.321976 1.91311
## It. 68, RSS = 8.85986e-10, Par. = 0.000150407 0.00023043 -0.321938 1.91315
## It. 0, RSS = 1.14029e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 7.71756e-09, Par. = -0.000646305 0.000234362 -14.2665 37.9925
## It. 2, RSS = 3.90311e-09, Par. = -0.000766279 0.000270944 -13.7598 34.9768
## It. 3, RSS = 3.23363e-09, Par. = -0.000838429 0.000287843 -13.5814 33.7929
## It. 4, RSS = 2.66648e-09, Par. = -0.00098549 0.000321739 -13.4462 31.6715
## It. 5, RSS = 2.43819e-09, Par. = -0.00100535 0.000342319 -13.7799 31.1073
## It. 6, RSS = 2.41527e-09, Par. = -0.000979768 0.000352556 -14.2547 30.9382
## It. 7, RSS = 2.3981e-09, Par. = -0.000921539 0.000368234 -15.1986 30.695
## It. 8, RSS = 2.37046e-09, Par. = -0.000869503 0.000385787 -16.2241 30.2632
## It. 9, RSS = 2.34177e-09, Par. = -0.000826356 0.000403916 -17.2179 29.6778
## It. 10, RSS = 2.31787e-09, Par. = -0.000788878 0.000422469 -18.1762 28.9598
## It. 11, RSS = 2.29727e-09, Par. = -0.000755613 0.000441353 -19.0954 28.1154
## It. 12, RSS = 2.28285e-09, Par. = -0.00074072 0.000451982 -19.565 27.5704
## It. 13, RSS = 2.2711e-09, Par. = -0.000709424 0.000471434 -20.439 26.5504
## It. 14, RSS = 2.25531e-09, Par. = -0.000680082 0.000492594 -21.3136 25.3056
## It. 15, RSS = 2.24321e-09, Par. = -0.000664516 0.000505808 -21.796 24.4528
## It. 16, RSS = 2.23321e-09, Par. = -0.000632573 0.000530027 -22.6771 22.826
## It. 17, RSS = 2.21826e-09, Par. = -0.000601471 0.000556196 -23.5046 20.8963
## It. 18, RSS = 2.20719e-09, Par. = -0.000584628 0.000571899 -23.9055 19.6498
## It. 19, RSS = 2.19779e-09, Par. = -0.000549206 0.000600604 -24.6225 17.2528
## It. 20, RSS = 2.1833e-09, Par. = -0.000513303 0.000630823 -25.1808 14.5218
## It. 21, RSS = 2.18142e-09, Par. = -0.000444658 0.000684242 -25.8536 9.28538
## It. 22, RSS = 2.14878e-09, Par. = -0.000411365 0.000712524 -25.697 6.30361
## It. 23, RSS = 2.12902e-09, Par. = -0.000332699 0.000762323 -25.1814 0.435916
## It. 24, RSS = 2.11765e-09, Par. = -0.000255697 0.000807112 -23.6573 -5.12702
## It. 25, RSS = 2.0917e-09, Par. = -0.000220116 0.000826791 -22.4415 -7.24924
## It. 26, RSS = 2.09094e-09, Par. = -0.000142757 0.00085805 -20.0184 -11.4593
## It. 27, RSS = 2.04208e-09, Par. = -0.000110058 0.000873156 -18.4067 -12.5714
## It. 28, RSS = 2.01638e-09, Par. = -9.21092e-05 0.000879754 -17.5684 -13.064
## It. 29, RSS = 1.99997e-09, Par. = -5.30833e-05 0.000892124 -15.7533 -14.1731
## It. 30, RSS = 1.96579e-09, Par. = -2.01517e-05 0.00090314 -13.962 -14.5493
## It. 31, RSS = 1.92343e-09, Par. = 1.11575e-05 0.000913005 -12.138 -14.4826
## It. 32, RSS = 1.86971e-09, Par. = 4.02301e-05 0.000921868 -10.3002 -13.9158
## It. 33, RSS = 1.79828e-09, Par. = 6.69349e-05 0.000929651 -8.48129 -12.844
## It. 34, RSS = 1.70193e-09, Par. = 9.09502e-05 0.000936274 -6.72659 -11.2898
## It. 35, RSS = 1.57981e-09, Par. = 0.000112408 0.000942127 -5.05251 -9.28782
## It. 36, RSS = 1.47993e-09, Par. = 0.000115977 0.000943332 -4.73861 -8.62724
## It. 37, RSS = 1.42275e-09, Par. = 0.000124454 0.000945351 -4.0619 -7.66796
## It. 38, RSS = 1.41469e-09, Par. = 0.000139383 0.000939347 -2.79835 -5.57032
## It. 39, RSS = 1.36498e-09, Par. = 0.000135968 0.000915435 -3.07521 -5.84313
## It. 40, RSS = 1.3633e-09, Par. = 0.000135886 0.000862386 -3.04869 -5.52372
## It. 41, RSS = 1.36273e-09, Par. = 0.000136057 0.000827526 -3.0227 -5.30346
## It. 42, RSS = 1.36212e-09, Par. = 0.00013634 0.000757792 -2.9755 -4.86849
## It. 43, RSS = 1.36086e-09, Par. = 0.000136737 0.000688183 -2.91196 -4.36093
## It. 44, RSS = 1.35929e-09, Par. = 0.000137243 0.000618712 -2.83216 -3.78684
## It. 45, RSS = 1.35725e-09, Par. = 0.000137901 0.000549449 -2.72946 -3.12834
## It. 46, RSS = 1.3545e-09, Par. = 0.000138793 0.000480518 -2.59255 -2.36076
## It. 47, RSS = 1.35067e-09, Par. = 0.000140061 0.000412155 -2.40158 -1.44938
## It. 48, RSS = 1.34562e-09, Par. = 0.000141989 0.000344873 -2.11841 -0.346609
## It. 49, RSS = 1.32431e-09, Par. = 0.000143954 0.000315688 -1.85667 0.323635
## It. 50, RSS = 1.31905e-09, Par. = 0.000144961 0.000307299 -1.74328 0.509699
## It. 51, RSS = 1.31069e-09, Par. = 0.000146089 0.00028934 -1.58673 0.88546
## It. 52, RSS = 1.30879e-09, Par. = 0.000148455 0.00025751 -1.24991 1.60183
## It. 53, RSS = 1.28583e-09, Par. = 0.000149315 0.000265013 -1.20582 1.401
## It. 54, RSS = 1.2717e-09, Par. = 0.00015045 0.000251036 -1.01228 1.74047
## It. 55, RSS = 1.24524e-09, Par. = 0.000151554 0.000250097 -0.902498 1.72346
## It. 56, RSS = 1.20602e-09, Par. = 0.000152572 0.000243779 -0.74854 1.8468
## It. 57, RSS = 1.10552e-09, Par. = 0.000154003 0.000237126 -0.535998 1.93849
## It. 58, RSS = 9.68821e-10, Par. = 0.000155171 0.00023315 -0.320619 1.95145
## It. 59, RSS = 9.60096e-10, Par. = 0.000155215 0.000233565 -0.280669 1.94245
## It. 60, RSS = 9.59814e-10, Par. = 0.000155208 0.000234044 -0.29397 1.93193
## It. 61, RSS = 9.59733e-10, Par. = 0.00015522 0.000233801 -0.286089 1.93784
## It. 62, RSS = 9.59703e-10, Par. = 0.000155213 0.000233951 -0.290685 1.93422
## It. 63, RSS = 9.59693e-10, Par. = 0.000155218 0.000233865 -0.287957 1.93631
## It. 64, RSS = 9.59689e-10, Par. = 0.000155215 0.000233916 -0.289561 1.93506
## It. 65, RSS = 9.59688e-10, Par. = 0.000155217 0.000233886 -0.288612 1.93579
## It. 66, RSS = 9.59687e-10, Par. = 0.000155216 0.000233904 -0.289171 1.93536
## It. 67, RSS = 9.59687e-10, Par. = 0.000155216 0.000233893 -0.288841 1.93561
## It. 68, RSS = 9.59687e-10, Par. = 0.000155216 0.0002339 -0.289036 1.93546
## It. 69, RSS = 9.59687e-10, Par. = 0.000155216 0.000233896 -0.288921 1.93555
## It. 70, RSS = 9.59687e-10, Par. = 0.000155216 0.000233898 -0.288989 1.9355
## It. 71, RSS = 9.59687e-10, Par. = 0.000155216 0.000233897 -0.288949 1.93553
## It. 0, RSS = 1.09775e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.00282e-08, Par. = -0.000449341 0.000241092 -14.7272 33.3719
## It. 2, RSS = 3.41034e-09, Par. = -0.000763433 0.000315 -12.5627 27.722
## It. 3, RSS = 2.71212e-09, Par. = -0.000800678 0.00033222 -12.4593 27.2367
## It. 4, RSS = 2.6491e-09, Par. = -0.000752996 0.000358882 -13.6495 26.6882
## It. 5, RSS = 2.61924e-09, Par. = -0.000748302 0.000365618 -13.9261 26.4616
## It. 6, RSS = 2.59813e-09, Par. = -0.00072511 0.000376678 -14.4881 26.1788
## It. 7, RSS = 2.57514e-09, Par. = -0.000684472 0.000396146 -15.5081 25.6071
## It. 8, RSS = 2.54106e-09, Par. = -0.000649149 0.000418337 -16.5844 24.7662
## It. 9, RSS = 2.50872e-09, Par. = -0.000619468 0.000441064 -17.5889 23.7442
## It. 10, RSS = 2.48755e-09, Par. = -0.000605683 0.000454511 -18.1116 23.0467
## It. 11, RSS = 2.47064e-09, Par. = -0.00057611 0.000478553 -19.0608 21.7505
## It. 12, RSS = 2.44766e-09, Par. = -0.000547649 0.00050506 -19.9874 20.1276
## It. 13, RSS = 2.43015e-09, Par. = -0.000531291 0.000522297 -20.4853 18.9573
## It. 14, RSS = 2.41581e-09, Par. = -0.000497072 0.000553103 -21.352 16.7369
## It. 15, RSS = 2.39336e-09, Par. = -0.000461609 0.000586213 -22.0571 14.0705
## It. 16, RSS = 2.37606e-09, Par. = -0.000435494 0.000610021 -22.3629 11.965
## It. 17, RSS = 2.35986e-09, Par. = -0.00038077 0.000652079 -22.7415 7.90105
## It. 18, RSS = 2.32863e-09, Par. = -0.000322297 0.000693239 -22.4977 3.42842
## It. 19, RSS = 2.29154e-09, Par. = -0.00019691 0.000762802 -20.8846 -5.23123
## It. 20, RSS = 2.26641e-09, Par. = -0.000184531 0.000777031 -19.776 -5.94012
## It. 21, RSS = 2.23997e-09, Par. = -0.000134148 0.00079463 -18.21 -8.43907
## It. 22, RSS = 2.21901e-09, Par. = -0.00011798 0.000800988 -17.5053 -9.02126
## It. 23, RSS = 2.19473e-09, Par. = -8.1059e-05 0.000811805 -16.0803 -10.4444
## It. 24, RSS = 2.17057e-09, Par. = -6.36392e-05 0.000817425 -15.2626 -10.8799
## It. 25, RSS = 2.14244e-09, Par. = -2.47658e-05 0.000827781 -13.5041 -11.8698
## It. 26, RSS = 2.09249e-09, Par. = 7.66669e-06 0.000837131 -11.7732 -12.1237
## It. 27, RSS = 2.02895e-09, Par. = 3.83107e-05 0.000845553 -10.0168 -11.9252
## It. 28, RSS = 1.94661e-09, Par. = 6.6416e-05 0.000853158 -8.25802 -11.2096
## It. 29, RSS = 1.83478e-09, Par. = 9.13163e-05 0.000859831 -6.56839 -9.99744
## It. 30, RSS = 1.73404e-09, Par. = 9.80942e-05 0.000862055 -6.05222 -9.32127
## It. 31, RSS = 1.65054e-09, Par. = 0.000111788 0.000865514 -5.07698 -8.35765
## It. 32, RSS = 1.55799e-09, Par. = 0.000122732 0.000868433 -4.22282 -7.24148
## It. 33, RSS = 1.49654e-09, Par. = 0.000130466 0.000870332 -3.60562 -6.3228
## It. 34, RSS = 1.47314e-09, Par. = 0.000138277 0.00083102 -2.95641 -5.07031
## It. 35, RSS = 1.47068e-09, Par. = 0.000136852 0.000790905 -3.05291 -5.01314
## It. 36, RSS = 1.46845e-09, Par. = 0.000137327 0.000710831 -2.98111 -4.4473
## It. 37, RSS = 1.46504e-09, Par. = 0.00013794 0.000630948 -2.88848 -3.79247
## It. 38, RSS = 1.46032e-09, Par. = 0.000138765 0.000551348 -2.76566 -3.02976
## It. 39, RSS = 1.45338e-09, Par. = 0.000139925 0.00047222 -2.59592 -2.12401
## It. 40, RSS = 1.44238e-09, Par. = 0.000141665 0.000393956 -2.34712 -1.02352
## It. 41, RSS = 1.42501e-09, Par. = 0.000144519 0.000317492 -1.95093 0.342897
## It. 42, RSS = 1.3689e-09, Par. = 0.000147108 0.00029785 -1.6342 0.913664
## It. 43, RSS = 1.34659e-09, Par. = 0.000150317 0.000257035 -1.21277 1.78296
## It. 44, RSS = 1.28424e-09, Par. = 0.000151987 0.000259813 -1.05019 1.70371
## It. 45, RSS = 1.24458e-09, Par. = 0.000153403 0.000249125 -0.84378 1.93674
## It. 46, RSS = 1.17418e-09, Par. = 0.000154854 0.000245716 -0.676795 1.94729
## It. 47, RSS = 1.05732e-09, Par. = 0.000156266 0.000239431 -0.456408 2.02077
## It. 48, RSS = 9.85035e-10, Par. = 0.000157034 0.000237996 -0.306589 1.9861
## It. 49, RSS = 9.83776e-10, Par. = 0.000156945 0.000239505 -0.334482 1.96159
## It. 50, RSS = 9.83534e-10, Par. = 0.000156995 0.000238697 -0.30871 1.97813
## It. 51, RSS = 9.83276e-10, Par. = 0.000156958 0.00023941 -0.330035 1.96319
## It. 52, RSS = 9.83152e-10, Par. = 0.000156991 0.000238816 -0.311765 1.9756
## It. 53, RSS = 9.82785e-10, Par. = 0.000156976 0.000239079 -0.322126 1.9686
## It. 54, RSS = 9.82763e-10, Par. = 0.000156979 0.000239049 -0.318318 1.97074
## It. 55, RSS = 9.82759e-10, Par. = 0.000156974 0.000239152 -0.321399 1.96856
## It. 56, RSS = 9.82756e-10, Par. = 0.000156978 0.000239064 -0.318742 1.97038
## It. 57, RSS = 9.82749e-10, Par. = 0.000156976 0.000239106 -0.320345 1.96931
## It. 58, RSS = 9.82748e-10, Par. = 0.000156977 0.000239094 -0.319651 1.96975
## It. 59, RSS = 9.82748e-10, Par. = 0.000156976 0.000239114 -0.32023 1.96935
## It. 60, RSS = 9.82748e-10, Par. = 0.000156977 0.000239097 -0.319733 1.96969
## It. 61, RSS = 9.82748e-10, Par. = 0.000156976 0.000239106 -0.320045 1.96948
## It. 62, RSS = 9.82748e-10, Par. = 0.000156976 0.000239103 -0.319893 1.96958
## It. 63, RSS = 9.82748e-10, Par. = 0.000156976 0.000239107 -0.320021 1.96949
## It. 64, RSS = 9.82748e-10, Par. = 0.000156976 0.000239105 -0.319942 1.96954
## It. 65, RSS = 9.82748e-10, Par. = 0.000156976 0.000239105 -0.319978 1.96952
## It. 0, RSS = 9.97012e-09, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 9.35537e-09, Par. = -0.000269625 0.000245835 -14.168 28.3827
## It. 2, RSS = 3.79089e-09, Par. = -0.000493881 0.000302788 -10.9511 23.4003
## It. 3, RSS = 3.5479e-09, Par. = -0.000538525 0.000314715 -10.868 22.7264
## It. 4, RSS = 3.41787e-09, Par. = -0.000524428 0.000341681 -11.8415 21.9931
## It. 5, RSS = 3.38968e-09, Par. = -0.000517688 0.000351406 -12.216 21.7018
## It. 6, RSS = 3.35196e-09, Par. = -0.000492037 0.000368762 -13.082 21.2061
## It. 7, RSS = 3.31296e-09, Par. = -0.00047243 0.000385794 -13.8849 20.5826
## It. 8, RSS = 3.30135e-09, Par. = -0.000434055 0.00041979 -15.4245 19.1722
## It. 9, RSS = 3.22895e-09, Par. = -0.000424697 0.000437519 -16.0278 18.1722
## It. 10, RSS = 3.2075e-09, Par. = -0.000392698 0.000471934 -17.2388 16.1846
## It. 11, RSS = 3.16314e-09, Par. = -0.000364267 0.000505932 -18.157 13.8155
## It. 12, RSS = 3.13766e-09, Par. = -0.000343334 0.000529296 -18.568 11.957
## It. 13, RSS = 3.11425e-09, Par. = -0.000297855 0.000569047 -19.137 8.43082
## It. 14, RSS = 3.07309e-09, Par. = -0.000245468 0.000608453 -19.0762 4.28984
## It. 15, RSS = 3.02496e-09, Par. = -0.000131125 0.00067114 -17.695 -3.66966
## It. 16, RSS = 2.99287e-09, Par. = -0.000130402 0.000678243 -17.0109 -3.70037
## It. 17, RSS = 2.97227e-09, Par. = -0.000105498 0.000687092 -16.1213 -4.94269
## It. 18, RSS = 2.93541e-09, Par. = -5.32819e-05 0.000701239 -14.3659 -7.32234
## It. 19, RSS = 2.90155e-09, Par. = -4.03606e-05 0.000705816 -13.6922 -7.61439
## It. 20, RSS = 2.8626e-09, Par. = -9.9158e-06 0.000712712 -12.3884 -8.55409
## It. 21, RSS = 2.81721e-09, Par. = 1.23702e-05 0.000718077 -11.2867 -8.95385
## It. 22, RSS = 2.78562e-09, Par. = 5.62451e-05 0.000727437 -9.06334 -9.51253
## It. 23, RSS = 2.70623e-09, Par. = 9.30777e-05 0.000737074 -6.71327 -8.72888
## It. 24, RSS = 2.47138e-09, Par. = 0.000121733 0.000745279 -4.66945 -7.04022
## It. 25, RSS = 2.24381e-09, Par. = 0.000143181 0.000751002 -2.97705 -4.86971
## It. 26, RSS = 2.11128e-09, Par. = 0.000144504 0.000695195 -2.83968 -4.09309
## It. 27, RSS = 2.10757e-09, Par. = 0.000144962 0.000642561 -2.77882 -3.68703
## It. 28, RSS = 2.10652e-09, Par. = 0.000145825 0.000537506 -2.64386 -2.77575
## It. 29, RSS = 2.08602e-09, Par. = 0.000146877 0.000485696 -2.49605 -2.0906
## It. 30, RSS = 2.07657e-09, Par. = 0.000147697 0.000451134 -2.38557 -1.62951
## It. 31, RSS = 2.06035e-09, Par. = 0.000149151 0.000382032 -2.17176 -0.690267
## It. 32, RSS = 2.03766e-09, Par. = 0.000150323 0.000369256 -2.02727 -0.356234
## It. 33, RSS = 2.01418e-09, Par. = 0.000151449 0.000341433 -1.87476 0.11807
## It. 34, RSS = 1.96077e-09, Par. = 0.000154084 0.000286643 -1.50288 1.16635
## It. 35, RSS = 1.87206e-09, Par. = 0.000156299 0.000279925 -1.23662 1.41114
## It. 36, RSS = 1.75283e-09, Par. = 0.0001586 0.000259667 -0.928067 1.83139
## It. 37, RSS = 1.50887e-09, Par. = 0.000161827 0.000242329 -0.479205 2.13982
## It. 38, RSS = 1.05182e-09, Par. = 0.000163567 0.000245288 -0.211685 1.85005
## It. 39, RSS = 9.86612e-10, Par. = 0.000163271 0.000245459 -0.183183 1.96078
## It. 40, RSS = 9.72192e-10, Par. = 0.000162941 0.000246687 -0.243215 1.92446
## It. 41, RSS = 9.66858e-10, Par. = 0.000163023 0.000246493 -0.217613 1.93461
## It. 42, RSS = 9.66753e-10, Par. = 0.000163045 0.000246359 -0.221154 1.9328
## It. 43, RSS = 9.66723e-10, Par. = 0.000163051 0.000246329 -0.218906 1.93415
## It. 44, RSS = 9.66721e-10, Par. = 0.000163048 0.000246327 -0.219978 1.93364
## It. 45, RSS = 9.6672e-10, Par. = 0.00016305 0.000246307 -0.21905 1.93427
## It. 46, RSS = 9.66718e-10, Par. = 0.000163049 0.000246312 -0.219639 1.93394
## It. 47, RSS = 9.66718e-10, Par. = 0.000163049 0.000246309 -0.219318 1.93412
## It. 48, RSS = 9.66718e-10, Par. = 0.000163049 0.000246314 -0.219571 1.93396
## It. 49, RSS = 9.66718e-10, Par. = 0.000163049 0.000246313 -0.219425 1.93404
## It. 50, RSS = 9.66718e-10, Par. = 0.000163049 0.000246313 -0.219496 1.934
## It. 51, RSS = 9.66718e-10, Par. = 0.000163049 0.000246313 -0.219455 1.93402
write_csv(Kd_intensity, "20180209_dN_hFis1_pep13_Kd_intensity.csv")
Kd_intensity
## # A tibble: 144 x 8
## # Groups: wavelength [36]
## wavelength std.error statistic p.value a b c kd
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 320 5.26e-1 -0.00382 0.997 -2.01e-3 NA NA NA
## 2 320 4.43e+0 0.00147 0.999 NA 0.00654 NA NA
## 3 320 2.03e+4 -0.00280 0.998 NA NA -56.9 NA
## 4 320 4.77e+4 -0.00119 0.999 NA NA NA -56.9
## 5 321 4.65e+1 0.000227 1.000 NA 0.0105 NA NA
## 6 321 6.08e+1 -0.000192 1.000 -1.17e-2 NA NA NA
## 7 321 2.73e+5 0.000118 1.000 NA NA NA 32.3
## 8 321 1.01e+6 -0.000209 1.000 NA NA -212. NA
## 9 322 2.56e-2 -0.0212 0.984 -5.42e-4 NA NA NA
## 10 322 1.34e+0 0.00399 0.997 NA 0.00536 NA NA
## # … with 134 more rows
print(c(mean(Kd_intensity$kd, na.rm = T), "±", sd(Kd_intensity$kd, na.rm = T),
"mean ± sd", "Kd from nlsLM() fit of 1/F vs. ln[pep13]"))
## [1] "-13.8210060683398"
## [2] "±"
## [3] "25.1391158961845"
## [4] "mean ± sd"
## [5] "Kd from nlsLM() fit of 1/F vs. ln[pep13]"
# Inspect fit (change in inverse Fluorescence intensity) ----------------------------
Kd_intensity_residuals <- df_changeF %>%
filter(., wavelength >= 320 & wavelength <= 355 & lnC > 0) %>%
group_by(., wavelength) %>%
do(augment(nlsLM(inv_F ~ a + ((b - a) / (1 + exp((kd - lnC)/c))),
start = list(a = 0.0001, b = 0.0002, c = -2, kd = 10),
trace = TRUE,
control = nls.control(maxiter = 200, tol = 1e-6), .)))
## It. 0, RSS = 5.00233e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 3.48707e-08, Par. = -0.00125206 0.00029049 -19.4508 46.7375
## It. 2, RSS = 2.62167e-08, Par. = -0.00132752 0.000320648 -18.7826 45.7854
## It. 3, RSS = 2.10657e-08, Par. = -0.0015775 0.000371585 -18.2717 42.1925
## It. 4, RSS = 1.27012e-08, Par. = -0.00210293 0.000472872 -17.0351 37.4895
## It. 5, RSS = 1.13421e-08, Par. = -0.00311007 0.000678184 -15.2311 31.8188
## It. 6, RSS = 4.19398e-09, Par. = -0.00273824 0.000759467 -16.9981 31.8272
## It. 7, RSS = 2.78783e-09, Par. = -0.00271749 0.000780532 -17.4844 31.4816
## It. 8, RSS = 2.78165e-09, Par. = -0.00269222 0.000793472 -17.7377 31.342
## It. 9, RSS = 2.77418e-09, Par. = -0.00264086 0.000817284 -18.2257 31.0812
## It. 10, RSS = 2.76424e-09, Par. = -0.00259202 0.000842667 -18.7314 30.7708
## It. 11, RSS = 2.7556e-09, Par. = -0.00256318 0.000859554 -19.0561 30.5435
## It. 12, RSS = 2.7501e-09, Par. = -0.00250785 0.000891215 -19.6637 30.108
## It. 13, RSS = 2.73962e-09, Par. = -0.00245547 0.000925365 -20.2929 29.5888
## It. 14, RSS = 2.72847e-09, Par. = -0.00241153 0.000956941 -20.8512 29.0686
## It. 15, RSS = 2.72102e-09, Par. = -0.0023891 0.000974833 -21.1536 28.7526
## It. 16, RSS = 2.7161e-09, Par. = -0.00234424 0.00100845 -21.7242 28.1496
## It. 17, RSS = 2.70808e-09, Par. = -0.00230088 0.00104431 -22.3051 27.4612
## It. 18, RSS = 2.7e-09, Par. = -0.00226309 0.00107762 -22.82 26.7837
## It. 19, RSS = 2.6943e-09, Par. = -0.00224028 0.00109899 -23.1345 26.3267
## It. 20, RSS = 2.69043e-09, Par. = -0.00219536 0.00113917 -23.7227 25.447
## It. 21, RSS = 2.6832e-09, Par. = -0.00215098 0.00118192 -24.3088 24.4559
## It. 22, RSS = 2.67586e-09, Par. = -0.00211135 0.00122147 -24.8157 23.4904
## It. 23, RSS = 2.67086e-09, Par. = -0.00208855 0.00124511 -25.0968 22.8868
## It. 24, RSS = 2.66735e-09, Par. = -0.00204277 0.00128962 -25.6218 21.7216
## It. 25, RSS = 2.66113e-09, Par. = -0.00199637 0.00133646 -26.1233 20.4347
## It. 26, RSS = 2.65507e-09, Par. = -0.00195337 0.00137991 -26.5425 19.1848
## It. 27, RSS = 2.65071e-09, Par. = -0.00192435 0.00140918 -26.7936 18.3083
## It. 28, RSS = 2.6476e-09, Par. = -0.00186657 0.00146409 -27.2458 16.6115
## It. 29, RSS = 2.64094e-09, Par. = -0.0018066 0.00152126 -27.6274 14.7582
## It. 30, RSS = 2.63573e-09, Par. = -0.00177192 0.00155416 -27.7871 13.6458
## It. 31, RSS = 2.63201e-09, Par. = -0.00170105 0.00161546 -28.0604 11.4873
## It. 32, RSS = 2.62503e-09, Par. = -0.00163391 0.00167237 -28.1899 9.39137
## It. 33, RSS = 2.62251e-09, Par. = -0.00150167 0.00177561 -28.2489 5.38554
## It. 34, RSS = 2.61071e-09, Par. = -0.00143985 0.0018241 -28.0184 3.45114
## It. 35, RSS = 2.60202e-09, Par. = -0.00130595 0.00191079 -27.5093 -0.331143
## It. 36, RSS = 2.59852e-09, Par. = -0.00126661 0.00193799 -27.1719 -1.43567
## It. 37, RSS = 2.59317e-09, Par. = -0.00117875 0.00198597 -26.5597 -3.70404
## It. 38, RSS = 2.58958e-09, Par. = -0.00114516 0.00200472 -26.2379 -4.53408
## It. 39, RSS = 2.58552e-09, Par. = -0.00107473 0.00203928 -25.606 -6.22211
## It. 40, RSS = 2.58204e-09, Par. = -0.00104523 0.00205404 -25.2829 -6.88921
## It. 41, RSS = 2.57841e-09, Par. = -0.000984311 0.0020816 -24.6403 -8.24449
## It. 42, RSS = 2.575e-09, Par. = -0.000957996 0.00209379 -24.3181 -8.79037
## It. 43, RSS = 2.57155e-09, Par. = -0.000904017 0.0021167 -23.676 -9.90078
## It. 44, RSS = 2.56817e-09, Par. = -0.000879705 0.0021273 -23.3505 -10.3618
## It. 45, RSS = 2.56481e-09, Par. = -0.000830108 0.00214731 -22.7008 -11.2991
## It. 46, RSS = 2.56058e-09, Par. = -0.000779323 0.00216774 -21.9843 -12.1897
## It. 47, RSS = 2.55599e-09, Par. = -0.000726922 0.00218835 -21.2028 -13.0376
## It. 48, RSS = 2.55021e-09, Par. = -0.000679918 0.00220659 -20.4594 -13.7231
## It. 49, RSS = 2.54532e-09, Par. = -0.000631539 0.00222495 -19.6614 -14.3626
## It. 50, RSS = 2.54037e-09, Par. = -0.000582054 0.00224359 -18.8045 -14.9337
## It. 51, RSS = 2.53346e-09, Par. = -0.000537538 0.00226038 -17.9934 -15.3584
## It. 52, RSS = 2.52806e-09, Par. = -0.000492444 0.00227725 -17.1407 -15.7112
## It. 53, RSS = 2.52255e-09, Par. = -0.000447378 0.00229426 -16.2511 -15.9687
## It. 54, RSS = 2.5167e-09, Par. = -0.000403007 0.00231126 -15.338 -16.1186
## It. 55, RSS = 2.5103e-09, Par. = -0.000360266 0.00232803 -14.4221 -16.1535
## It. 56, RSS = 2.5031e-09, Par. = -0.000320322 0.00234426 -13.5325 -16.0772
## It. 57, RSS = 2.49521e-09, Par. = -0.000284448 0.00235961 -12.7052 -15.9085
## It. 58, RSS = 2.49219e-09, Par. = -0.000248025 0.00237674 -11.8415 -15.6509
## It. 59, RSS = 2.47905e-09, Par. = -0.000231423 0.00238535 -11.4278 -15.451
## It. 60, RSS = 2.47739e-09, Par. = -0.000223938 0.00238917 -11.2426 -15.3622
## It. 61, RSS = 2.47602e-09, Par. = -0.000209044 0.00239781 -10.8753 -15.2014
## It. 62, RSS = 2.47492e-09, Par. = -0.000203101 0.00240153 -10.7245 -15.1188
## It. 63, RSS = 2.47408e-09, Par. = -0.000191368 0.00241087 -10.431 -14.981
## It. 64, RSS = 2.47331e-09, Par. = -0.000182095 0.00242154 -10.1969 -14.8712
## It. 65, RSS = 2.47295e-09, Par. = -0.000173099 0.00245872 -9.98422 -14.9076
## It. 66, RSS = 2.47215e-09, Par. = -0.000170069 0.00249834 -9.92464 -15.0511
## It. 67, RSS = 2.47156e-09, Par. = -0.000169826 0.00257407 -9.95806 -15.4437
## It. 68, RSS = 2.47129e-09, Par. = -0.000171511 0.00271538 -10.0733 -16.2017
## It. 69, RSS = 2.46979e-09, Par. = -0.000171806 0.00279128 -10.1131 -16.5634
## It. 70, RSS = 2.46954e-09, Par. = -0.000173436 0.00293387 -10.2191 -17.2785
## It. 71, RSS = 2.46833e-09, Par. = -0.000173745 0.0030099 -10.2556 -17.6177
## It. 72, RSS = 2.46809e-09, Par. = -0.000175186 0.00315344 -10.3499 -18.2897
## It. 73, RSS = 2.46709e-09, Par. = -0.000175464 0.00322958 -10.3825 -18.6078
## It. 74, RSS = 2.46687e-09, Par. = -0.000176734 0.00337396 -10.4665 -19.2406
## It. 75, RSS = 2.46628e-09, Par. = -0.000177807 0.00352624 -10.5428 -19.8683
## It. 76, RSS = 2.46548e-09, Par. = -0.000178569 0.00366431 -10.6029 -20.4072
## It. 77, RSS = 2.46503e-09, Par. = -0.00017944 0.00381684 -10.6679 -20.9872
## It. 78, RSS = 2.46438e-09, Par. = -0.000180096 0.00395625 -10.7204 -21.4915
## It. 79, RSS = 2.46397e-09, Par. = -0.000180844 0.00410896 -10.7771 -22.0305
## It. 80, RSS = 2.46344e-09, Par. = -0.000181423 0.0042495 -10.8238 -22.504
## It. 81, RSS = 2.46308e-09, Par. = -0.000182073 0.00440237 -10.8736 -23.0069
## It. 82, RSS = 2.46263e-09, Par. = -0.000182586 0.0045439 -10.9153 -23.4528
## It. 83, RSS = 2.46232e-09, Par. = -0.00018316 0.0046969 -10.9596 -23.924
## It. 84, RSS = 2.46194e-09, Par. = -0.000183619 0.00483928 -10.997 -24.345
## It. 85, RSS = 2.46166e-09, Par. = -0.000184126 0.00499238 -11.0365 -24.7878
## It. 86, RSS = 2.46133e-09, Par. = -0.000184537 0.0051355 -11.0702 -25.1862
## It. 87, RSS = 2.46109e-09, Par. = -0.000184989 0.00528869 -11.1057 -25.6036
## It. 88, RSS = 2.4608e-09, Par. = -0.00018536 0.00543247 -11.1362 -25.9815
## It. 89, RSS = 2.46058e-09, Par. = -0.000185764 0.00558573 -11.1682 -26.3761
## It. 90, RSS = 2.46033e-09, Par. = -0.000186102 0.00573011 -11.1961 -26.7354
## It. 91, RSS = 2.46013e-09, Par. = -0.000186468 0.00588344 -11.2252 -27.1095
## It. 92, RSS = 2.45991e-09, Par. = -0.000186775 0.00602832 -11.2506 -27.4517
## It. 93, RSS = 2.45972e-09, Par. = -0.000187104 0.00618171 -11.277 -27.807
## It. 94, RSS = 2.45953e-09, Par. = -0.000187386 0.00632709 -11.3003 -28.1337
## It. 95, RSS = 2.45935e-09, Par. = -0.000187637 0.00646545 -11.3215 -28.4373
## It. 96, RSS = 2.45922e-09, Par. = -0.000187712 0.00654547 -11.3311 -28.6043
## It. 0, RSS = 4.61066e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.32994e-08, Par. = -0.00125891 0.00027066 -17.1239 45.8114
## It. 2, RSS = 2.05111e-08, Par. = -0.00134046 0.000294424 -16.9245 44.1129
## It. 3, RSS = 1.63757e-08, Par. = -0.00153365 0.000338329 -16.6658 40.8009
## It. 4, RSS = 1.03251e-08, Par. = -0.00195499 0.000425313 -15.8659 36.3194
## It. 5, RSS = 9.53736e-09, Par. = -0.00282656 0.000603091 -14.478 31.2115
## It. 6, RSS = 3.37313e-09, Par. = -0.00247048 0.000669931 -16.1637 31.3897
## It. 7, RSS = 2.21428e-09, Par. = -0.00244749 0.000688142 -16.6552 31.0846
## It. 8, RSS = 2.21111e-09, Par. = -0.00243133 0.000696309 -16.8322 30.9951
## It. 9, RSS = 2.20743e-09, Par. = -0.00239627 0.000711203 -17.1769 30.8373
## It. 10, RSS = 2.20656e-09, Par. = -0.00233565 0.000738799 -17.807 30.5211
## It. 11, RSS = 2.1962e-09, Par. = -0.00230872 0.000754235 -18.1413 30.3097
## It. 12, RSS = 2.195e-09, Par. = -0.00225608 0.000782594 -18.7574 29.922
## It. 13, RSS = 2.18679e-09, Par. = -0.00223245 0.000798312 -19.0814 29.6756
## It. 14, RSS = 2.18534e-09, Par. = -0.00218596 0.000827314 -19.6813 29.2193
## It. 15, RSS = 2.17875e-09, Par. = -0.00216488 0.000843279 -19.994 28.9394
## It. 16, RSS = 2.17717e-09, Par. = -0.00212318 0.000872857 -20.5753 28.4172
## It. 17, RSS = 2.1728e-09, Par. = -0.00208281 0.000904995 -21.1807 27.806
## It. 18, RSS = 2.16761e-09, Par. = -0.00204872 0.000934539 -21.7135 27.2073
## It. 19, RSS = 2.16444e-09, Par. = -0.00201241 0.000967173 -22.2833 26.5138
## It. 20, RSS = 2.1603e-09, Par. = -0.0019811 0.000997285 -22.7856 25.8382
## It. 21, RSS = 2.15753e-09, Par. = -0.00194762 0.00103029 -23.3166 25.0662
## It. 22, RSS = 2.15417e-09, Par. = -0.0019181 0.00106087 -23.7846 24.3171
## It. 23, RSS = 2.15188e-09, Par. = -0.00190246 0.00107797 -24.0319 23.8806
## It. 24, RSS = 2.15038e-09, Par. = -0.00187129 0.00111014 -24.4971 23.0463
## It. 25, RSS = 2.1479e-09, Par. = -0.00183986 0.00114429 -24.9614 22.1253
## It. 26, RSS = 2.1454e-09, Par. = -0.00181116 0.00117611 -25.3677 21.2345
## It. 27, RSS = 2.14359e-09, Par. = -0.00179298 0.00119667 -25.613 20.6394
## It. 28, RSS = 2.14237e-09, Par. = -0.00175734 0.00123527 -26.0666 19.4998
## It. 29, RSS = 2.13999e-09, Par. = -0.00172065 0.0012762 -26.503 18.2464
## It. 30, RSS = 2.1376e-09, Par. = -0.00168653 0.00131418 -26.8675 17.0404
## It. 31, RSS = 2.13592e-09, Par. = -0.00166481 0.0013383 -27.0724 16.2495
## It. 32, RSS = 2.13476e-09, Par. = -0.00162202 0.00138339 -27.4434 14.7355
## It. 33, RSS = 2.13242e-09, Par. = -0.00157716 0.00143087 -27.7666 13.0872
## It. 34, RSS = 2.1305e-09, Par. = -0.00154887 0.00146055 -27.9203 12.0237
## It. 35, RSS = 2.12922e-09, Par. = -0.00149297 0.00151545 -28.1807 9.99737
## It. 36, RSS = 2.12647e-09, Par. = -0.00143356 0.00157293 -28.339 7.80699
## It. 37, RSS = 2.12575e-09, Par. = -0.00132307 0.00167431 -28.4442 3.80913
## It. 38, RSS = 2.12135e-09, Par. = -0.00126315 0.00172899 -28.2258 1.61734
## It. 39, RSS = 2.11926e-09, Par. = -0.00114287 0.00182381 -27.7367 -2.42127
## It. 40, RSS = 2.11654e-09, Par. = -0.0011278 0.00183986 -27.525 -2.94438
## It. 41, RSS = 2.11551e-09, Par. = -0.00108972 0.00186559 -27.2411 -4.1026
## It. 42, RSS = 2.1154e-09, Par. = -0.00101732 0.00191423 -26.6403 -6.27108
## It. 43, RSS = 2.11287e-09, Par. = -0.000980938 0.00193889 -26.2449 -7.29739
## It. 44, RSS = 2.11184e-09, Par. = -0.000955944 0.00195459 -25.9708 -7.97622
## It. 45, RSS = 2.11139e-09, Par. = -0.00090751 0.00198437 -25.4314 -9.27815
## It. 46, RSS = 2.11052e-09, Par. = -0.000860118 0.00201363 -24.8432 -10.4919
## It. 47, RSS = 2.1095e-09, Par. = -0.000813532 0.00204207 -24.221 -11.6261
## It. 48, RSS = 2.1085e-09, Par. = -0.000768114 0.00206973 -23.5723 -12.6732
## It. 49, RSS = 2.10749e-09, Par. = -0.000724253 0.0020966 -22.9063 -13.6263
## It. 50, RSS = 2.10504e-09, Par. = -0.000699435 0.00211196 -22.5001 -14.1182
## It. 51, RSS = 2.1044e-09, Par. = -0.000685614 0.0021203 -22.2707 -14.3831
## It. 52, RSS = 2.10402e-09, Par. = -0.00065954 0.00213614 -21.8402 -14.8886
## It. 53, RSS = 2.10337e-09, Par. = -0.000634713 0.0021518 -21.4129 -15.343
## It. 54, RSS = 2.10287e-09, Par. = -0.000608004 0.00216926 -20.942 -15.8137
## It. 55, RSS = 2.10219e-09, Par. = -0.000583178 0.00218626 -20.4901 -16.2276
## It. 56, RSS = 2.10173e-09, Par. = -0.000557533 0.00220498 -20.0129 -16.6405
## It. 57, RSS = 2.10106e-09, Par. = -0.000534659 0.00222304 -19.5755 -16.9907
## It. 58, RSS = 2.10079e-09, Par. = -0.000510655 0.0022444 -19.1103 -17.3587
## It. 59, RSS = 2.10037e-09, Par. = -0.000488142 0.00226826 -18.667 -17.7096
## It. 60, RSS = 2.09995e-09, Par. = -0.000467965 0.00229578 -18.2692 -18.0583
## It. 61, RSS = 2.09948e-09, Par. = -0.000451559 0.0023279 -17.9532 -18.4168
## It. 62, RSS = 2.09898e-09, Par. = -0.000440107 0.00236398 -17.7492 -18.7872
## It. 63, RSS = 2.0986e-09, Par. = -0.000433495 0.00239818 -17.6493 -19.1234
## It. 64, RSS = 2.0985e-09, Par. = -0.000430172 0.00246235 -17.6744 -19.7594
## It. 65, RSS = 2.09814e-09, Par. = -0.000430005 0.00253235 -17.7765 -20.4355
## It. 66, RSS = 2.09781e-09, Par. = -0.00043103 0.00259791 -17.8965 -21.0585
## It. 67, RSS = 2.09758e-09, Par. = -0.000431834 0.0026449 -17.9815 -21.4963
## It. 68, RSS = 2.09746e-09, Par. = -0.00043513 0.00273464 -18.187 -22.3389
## It. 69, RSS = 2.09722e-09, Par. = -0.000438337 0.00282854 -18.389 -23.1954
## It. 70, RSS = 2.09692e-09, Par. = -0.000440949 0.0029155 -18.562 -23.9679
## It. 71, RSS = 2.09672e-09, Par. = -0.000443762 0.00300982 -18.7454 -24.7913
## It. 72, RSS = 2.09646e-09, Par. = -0.000446099 0.00309758 -18.9041 -25.5374
## It. 73, RSS = 2.09629e-09, Par. = -0.000448625 0.00319226 -19.072 -26.3289
## It. 74, RSS = 2.09606e-09, Par. = -0.000450743 0.00328071 -19.2185 -27.0494
## It. 75, RSS = 2.0959e-09, Par. = -0.000453022 0.00337571 -19.3728 -27.8105
## It. 76, RSS = 2.09571e-09, Par. = -0.000454951 0.00346479 -19.5083 -28.5064
## It. 77, RSS = 2.09557e-09, Par. = -0.000457023 0.00356006 -19.6506 -29.2388
## It. 78, RSS = 2.09539e-09, Par. = -0.000458787 0.00364972 -19.7764 -29.9112
## It. 79, RSS = 2.09527e-09, Par. = -0.000460676 0.00374525 -19.908 -30.6164
## It. 80, RSS = 2.09511e-09, Par. = -0.000462295 0.0038354 -20.0249 -31.2662
## It. 81, RSS = 2.095e-09, Par. = -0.000464019 0.00393115 -20.1468 -31.9455
## It. 82, RSS = 2.09486e-09, Par. = -0.000465514 0.00402178 -20.2558 -32.5738
## It. 83, RSS = 2.09476e-09, Par. = -0.000467093 0.00411772 -20.369 -33.2289
## It. 84, RSS = 2.09464e-09, Par. = -0.000468473 0.00420877 -20.4708 -33.8366
## It. 85, RSS = 2.09453e-09, Par. = -0.000469721 0.00429553 -20.564 -34.4053
## It. 86, RSS = 2.09445e-09, Par. = -0.000471149 0.00439172 -20.6669 -35.028
## It. 87, RSS = 2.09434e-09, Par. = -0.000472383 0.0044833 -20.7593 -35.6074
## It. 88, RSS = 2.09425e-09, Par. = -0.000473507 0.0045708 -20.8443 -36.1513
## It. 89, RSS = 2.09418e-09, Par. = -0.000474784 0.00466721 -20.9377 -36.7435
## It. 90, RSS = 2.09409e-09, Par. = -0.000475889 0.00475928 -21.0216 -37.2964
## It. 91, RSS = 2.09401e-09, Par. = -0.000476893 0.00484746 -21.0991 -37.8169
## It. 92, RSS = 2.09395e-09, Par. = -0.00047803 0.00494406 -21.1837 -38.3806
## It. 93, RSS = 2.09387e-09, Par. = -0.000479042 0.00503657 -21.2609 -38.9094
## It. 94, RSS = 2.09379e-09, Par. = -0.000479939 0.00512538 -21.3315 -39.4079
## It. 95, RSS = 2.09374e-09, Par. = -0.000480966 0.00522213 -21.4088 -39.9455
## It. 96, RSS = 2.09367e-09, Par. = -0.000481873 0.005315 -21.4793 -40.451
## It. 97, RSS = 2.0936e-09, Par. = -0.000482708 0.00540436 -21.5448 -40.9297
## It. 98, RSS = 2.09355e-09, Par. = -0.000483639 0.00550125 -21.6156 -41.4432
## It. 0, RSS = 4.57436e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.22598e-08, Par. = -0.00130318 0.000268148 -17.4112 47.6876
## It. 2, RSS = 1.98361e-08, Par. = -0.00138873 0.000291958 -17.2974 45.6407
## It. 3, RSS = 1.58258e-08, Par. = -0.00158298 0.000337518 -17.0639 42.0729
## It. 4, RSS = 1.02849e-08, Par. = -0.00201263 0.000427644 -16.2726 37.2877
## It. 5, RSS = 6.28129e-09, Par. = -0.00216006 0.000462553 -15.8558 36.4978
## It. 6, RSS = 3.53888e-09, Par. = -0.00251383 0.000526369 -15.3076 34.6332
## It. 7, RSS = 2.77286e-09, Par. = -0.00252037 0.000675153 -17.37 32.8208
## It. 8, RSS = 2.33256e-09, Par. = -0.00250084 0.000713799 -17.8565 32.4487
## It. 9, RSS = 2.33038e-09, Par. = -0.00249099 0.000720767 -17.9977 32.3789
## It. 10, RSS = 2.32678e-09, Par. = -0.00246637 0.00073312 -18.2895 32.2651
## It. 11, RSS = 2.3226e-09, Par. = -0.00242167 0.000756417 -18.8381 32.0352
## It. 12, RSS = 2.31607e-09, Par. = -0.00237938 0.00078147 -19.4105 31.7503
## It. 13, RSS = 2.30935e-09, Par. = -0.00234387 0.000804738 -19.9267 31.4556
## It. 14, RSS = 2.30459e-09, Par. = -0.00232319 0.000819657 -20.248 31.2487
## It. 15, RSS = 2.3015e-09, Par. = -0.00228331 0.000847629 -20.8505 30.854
## It. 16, RSS = 2.29587e-09, Par. = -0.00224527 0.000877678 -21.4748 30.3859
## It. 17, RSS = 2.28988e-09, Par. = -0.00221307 0.000905419 -22.0306 29.9175
## It. 18, RSS = 2.28581e-09, Par. = -0.00219622 0.000921327 -22.3371 29.6291
## It. 19, RSS = 2.28314e-09, Par. = -0.00216272 0.000951256 -22.9156 29.0792
## It. 20, RSS = 2.27874e-09, Par. = -0.00213012 0.000983112 -23.5062 28.4517
## It. 21, RSS = 2.27425e-09, Par. = -0.00210156 0.00101263 -24.0313 27.8344
## It. 22, RSS = 2.27109e-09, Par. = -0.00208477 0.00103096 -24.3436 27.43
## It. 23, RSS = 2.26895e-09, Par. = -0.00205161 0.0010655 -24.9302 26.6532
## It. 24, RSS = 2.26511e-09, Par. = -0.0020186 0.00110211 -25.5186 25.7799
## It. 25, RSS = 2.26118e-09, Par. = -0.0019889 0.00113596 -26.0331 24.9288
## It. 26, RSS = 2.25848e-09, Par. = -0.00197185 0.00115598 -26.3191 24.401
## It. 27, RSS = 2.25659e-09, Par. = -0.00193771 0.00119374 -26.8562 23.384
## It. 28, RSS = 2.25333e-09, Par. = -0.00190285 0.00123342 -27.3786 22.2603
## It. 29, RSS = 2.25008e-09, Par. = -0.00187041 0.00127019 -27.8254 21.1685
## It. 30, RSS = 2.24777e-09, Par. = -0.0018497 0.00129356 -28.0848 20.4443
## It. 31, RSS = 2.24613e-09, Par. = -0.00180836 0.00133759 -28.563 19.0435
## It. 32, RSS = 2.24293e-09, Par. = -0.00176519 0.00138342 -28.9965 17.5119
## It. 33, RSS = 2.23984e-09, Par. = -0.00172384 0.00142579 -29.3385 16.0256
## It. 34, RSS = 2.23761e-09, Par. = -0.00169471 0.0014546 -29.5297 14.9698
## It. 35, RSS = 2.23595e-09, Par. = -0.00163652 0.00150851 -29.8572 12.9251
## It. 36, RSS = 2.23215e-09, Par. = -0.00158095 0.00155821 -30.0459 10.9389
## It. 37, RSS = 2.22945e-09, Par. = -0.00153062 0.00160023 -30.1203 9.17385
## It. 38, RSS = 2.22726e-09, Par. = -0.00143075 0.00167724 -30.1371 5.77834
## It. 39, RSS = 2.22131e-09, Par. = -0.00133283 0.00174673 -29.8333 2.50917
## It. 40, RSS = 2.2192e-09, Par. = -0.0011374 0.00186775 -28.8189 -3.61411
## It. 41, RSS = 2.21263e-09, Par. = -0.00112563 0.00188201 -28.4478 -3.99624
## It. 42, RSS = 2.21089e-09, Par. = -0.00108627 0.00190046 -28.0706 -5.05759
## It. 43, RSS = 2.20954e-09, Par. = -0.00100776 0.00193604 -27.2599 -7.12902
## It. 44, RSS = 2.20889e-09, Par. = -0.000926834 0.00197103 -26.2752 -9.13009
## It. 45, RSS = 2.20271e-09, Par. = -0.000888597 0.00198709 -25.7288 -9.98453
## It. 46, RSS = 2.20092e-09, Par. = -0.000859434 0.00199825 -25.3165 -10.6214
## It. 47, RSS = 2.20013e-09, Par. = -0.000801166 0.00201977 -24.4771 -11.8694
## It. 48, RSS = 2.19866e-09, Par. = -0.000741415 0.00204158 -23.5348 -13.0428
## It. 49, RSS = 2.19726e-09, Par. = -0.000679809 0.00206343 -22.4963 -14.1418
## It. 50, RSS = 2.18989e-09, Par. = -0.000652304 0.00207338 -21.9842 -14.5506
## It. 51, RSS = 2.18827e-09, Par. = -0.000630736 0.00208058 -21.5889 -14.873
## It. 52, RSS = 2.18751e-09, Par. = -0.000588465 0.00209452 -20.8052 -15.4884
## It. 53, RSS = 2.18548e-09, Par. = -0.000546061 0.00210883 -19.9727 -16.0184
## It. 54, RSS = 2.18324e-09, Par. = -0.000503614 0.00212323 -19.1043 -16.4703
## It. 55, RSS = 2.18092e-09, Par. = -0.000461687 0.00213768 -18.2102 -16.8314
## It. 56, RSS = 2.17842e-09, Par. = -0.000421006 0.00215208 -17.3069 -17.0919
## It. 57, RSS = 2.17559e-09, Par. = -0.000382472 0.00216627 -16.4177 -17.2478
## It. 58, RSS = 2.17236e-09, Par. = -0.000347093 0.00218006 -15.5717 -17.305
## It. 59, RSS = 2.17181e-09, Par. = -0.000310629 0.00219569 -14.6739 -17.2874
## It. 60, RSS = 2.16396e-09, Par. = -0.000293338 0.00220378 -14.2252 -17.2012
## It. 61, RSS = 2.16306e-09, Par. = -0.000287069 0.00220665 -14.0626 -17.1667
## It. 62, RSS = 2.16242e-09, Par. = -0.000274506 0.00221274 -13.7399 -17.1157
## It. 63, RSS = 2.16185e-09, Par. = -0.000266727 0.00221676 -13.5361 -17.0703
## It. 64, RSS = 2.16144e-09, Par. = -0.000251478 0.00222627 -13.1385 -16.9949
## It. 65, RSS = 2.16083e-09, Par. = -0.000237212 0.00223836 -12.7611 -16.9164
## It. 66, RSS = 2.16032e-09, Par. = -0.00022527 0.0022557 -12.447 -16.8842
## It. 67, RSS = 2.15985e-09, Par. = -0.00021788 0.00227813 -12.2595 -16.9355
## It. 68, RSS = 2.15953e-09, Par. = -0.000214179 0.00232749 -12.1973 -17.2324
## It. 69, RSS = 2.15911e-09, Par. = -0.000213149 0.00237447 -12.2052 -17.5405
## It. 70, RSS = 2.15879e-09, Par. = -0.000214224 0.00246386 -12.3057 -18.1752
## It. 71, RSS = 2.15829e-09, Par. = -0.000215477 0.00255754 -12.4093 -18.8173
## It. 72, RSS = 2.15776e-09, Par. = -0.000216494 0.00264359 -12.4969 -19.3857
## It. 73, RSS = 2.15736e-09, Par. = -0.000217679 0.00273746 -12.592 -19.9937
## It. 74, RSS = 2.15692e-09, Par. = -0.000218619 0.00282419 -12.6721 -20.5347
## It. 75, RSS = 2.15658e-09, Par. = -0.00021968 0.00291825 -12.7578 -21.1097
## It. 76, RSS = 2.1562e-09, Par. = -0.00022053 0.00300562 -12.8306 -21.6249
## It. 77, RSS = 2.1559e-09, Par. = -0.000221476 0.00309984 -12.9079 -22.1696
## It. 78, RSS = 2.15557e-09, Par. = -0.000222245 0.00318776 -12.9742 -22.6608
## It. 79, RSS = 2.1553e-09, Par. = -0.000223094 0.00328212 -13.0444 -23.1779
## It. 80, RSS = 2.15501e-09, Par. = -0.000223791 0.00337053 -13.105 -23.6468
## It. 81, RSS = 2.15478e-09, Par. = -0.000224555 0.00346501 -13.1688 -24.1386
## It. 82, RSS = 2.15452e-09, Par. = -0.000225187 0.00355385 -13.2243 -24.5868
## It. 83, RSS = 2.15431e-09, Par. = -0.000225878 0.00364843 -13.2826 -25.0554
## It. 84, RSS = 2.15409e-09, Par. = -0.000226455 0.00373767 -13.3336 -25.4844
## It. 85, RSS = 2.15391e-09, Par. = -0.000226642 0.00379153 -13.3583 -25.7307
## It. 86, RSS = 2.15379e-09, Par. = -0.000227466 0.00389582 -13.421 -26.2252
## It. 87, RSS = 2.15358e-09, Par. = -0.000228073 0.00399401 -13.4725 -26.6702
## It. 88, RSS = 2.15341e-09, Par. = -0.000228729 0.00410177 -13.5275 -27.1489
## It. 89, RSS = 2.1532e-09, Par. = -0.000229262 0.00420341 -13.5751 -27.5857
## It. 90, RSS = 2.15304e-09, Par. = -0.000229832 0.00431125 -13.6245 -28.0405
## It. 91, RSS = 2.15286e-09, Par. = -0.000230312 0.00441329 -13.668 -28.4582
## It. 92, RSS = 2.15271e-09, Par. = -0.000230826 0.0045212 -13.7132 -28.892
## It. 93, RSS = 2.15255e-09, Par. = -0.000231265 0.00462358 -13.7533 -29.2922
## It. 94, RSS = 2.1524e-09, Par. = -0.000231661 0.00472111 -13.7899 -29.6652
## It. 95, RSS = 2.15228e-09, Par. = -0.000232125 0.00482912 -13.8304 -30.0726
## It. 96, RSS = 2.15215e-09, Par. = -0.000232518 0.00493193 -13.8664 -30.4496
## It. 97, RSS = 2.15202e-09, Par. = -0.000232871 0.00503017 -13.8993 -30.8022
## It. 0, RSS = 4.41736e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.91607e-08, Par. = -0.00135047 0.000252171 -16.1674 48.9222
## It. 2, RSS = 1.60411e-08, Par. = -0.00143608 0.000272146 -16.4458 45.695
## It. 3, RSS = 1.23646e-08, Par. = -0.00161496 0.000319442 -16.3032 41.7906
## It. 4, RSS = 8.74005e-09, Par. = -0.00203321 0.000412041 -15.6459 36.5889
## It. 5, RSS = 2.635e-09, Par. = -0.00248437 0.000505012 -14.7339 33.9738
## It. 6, RSS = 2.24972e-09, Par. = -0.00258038 0.000525478 -14.5836 33.5799
## It. 7, RSS = 2.20158e-09, Par. = -0.00251756 0.000565986 -15.3711 33.2394
## It. 8, RSS = 2.1948e-09, Par. = -0.0025032 0.000573428 -15.54 33.1697
## It. 9, RSS = 2.19111e-09, Par. = -0.0024604 0.000585441 -15.8819 33.1001
## It. 10, RSS = 2.19103e-09, Par. = -0.00238564 0.00060759 -16.512 32.9477
## It. 11, RSS = 2.17962e-09, Par. = -0.00235243 0.000620028 -16.8494 32.8208
## It. 12, RSS = 2.17909e-09, Par. = -0.00228823 0.000642889 -17.4716 32.5942
## It. 13, RSS = 2.16995e-09, Par. = -0.00225951 0.000655608 -17.8018 32.4306
## It. 14, RSS = 2.16907e-09, Par. = -0.00220358 0.000679085 -18.4137 32.1327
## It. 15, RSS = 2.16167e-09, Par. = -0.00217839 0.000692055 -18.7357 31.9338
## It. 16, RSS = 2.16056e-09, Par. = -0.00212905 0.000716097 -19.3347 31.5671
## It. 17, RSS = 2.15453e-09, Par. = -0.00210665 0.000729294 -19.6474 31.3343
## It. 18, RSS = 2.15328e-09, Par. = -0.00206255 0.000753849 -20.2314 30.9012
## It. 19, RSS = 2.14938e-09, Par. = -0.00202007 0.000780451 -20.8403 30.3854
## It. 20, RSS = 2.14467e-09, Par. = -0.00198417 0.000805066 -21.3819 29.87
## It. 21, RSS = 2.14181e-09, Par. = -0.00194643 0.000832155 -21.961 29.2705
## It. 22, RSS = 2.13801e-09, Par. = -0.00191395 0.000857297 -22.4769 28.6775
## It. 23, RSS = 2.1355e-09, Par. = -0.00187969 0.000884774 -23.0232 27.998
## It. 24, RSS = 2.13239e-09, Par. = -0.00184964 0.000910367 -23.5102 27.3306
## It. 25, RSS = 2.13016e-09, Par. = -0.00181785 0.000938147 -24.0206 26.5755
## It. 26, RSS = 2.12757e-09, Par. = -0.00178946 0.000964114 -24.4754 25.8368
## It. 27, RSS = 2.12576e-09, Par. = -0.00177464 0.00097842 -24.7123 25.4129
## It. 28, RSS = 2.12452e-09, Par. = -0.00174506 0.0010055 -25.1616 24.5986
## It. 29, RSS = 2.12253e-09, Par. = -0.00171538 0.00103406 -25.6082 23.7056
## It. 30, RSS = 2.12054e-09, Par. = -0.0016881 0.0010609 -26.0037 22.8356
## It. 31, RSS = 2.11908e-09, Par. = -0.00167115 0.00107797 -26.2392 22.2637
## It. 32, RSS = 2.11805e-09, Par. = -0.00163783 0.00111024 -26.6795 21.1619
## It. 33, RSS = 2.11611e-09, Par. = -0.00160385 0.00114425 -27.1028 19.9584
## It. 34, RSS = 2.11417e-09, Par. = -0.00157215 0.00117608 -27.4628 18.7915
## It. 35, RSS = 2.11279e-09, Par. = -0.00155298 0.00119549 -27.6588 18.0578
## It. 36, RSS = 2.1118e-09, Par. = -0.00151497 0.0012321 -28.0202 16.643
## It. 37, RSS = 2.10994e-09, Par. = -0.00147568 0.00127038 -28.3413 15.1151
## It. 38, RSS = 2.10842e-09, Par. = -0.00145253 0.00129303 -28.4929 14.1841
## It. 39, RSS = 2.10737e-09, Par. = -0.00140637 0.0013355 -28.763 12.3907
## It. 40, RSS = 2.10533e-09, Par. = -0.00136304 0.00137533 -28.9371 10.6578
## It. 41, RSS = 2.10527e-09, Par. = -0.00128042 0.00144789 -29.1538 7.39886
## It. 42, RSS = 2.10097e-09, Par. = -0.00123734 0.00148641 -29.0976 5.62714
## It. 43, RSS = 2.09883e-09, Par. = -0.00114951 0.00155574 -28.939 2.26756
## It. 44, RSS = 2.09724e-09, Par. = -0.00107795 0.00161076 -28.56 -0.437597
## It. 45, RSS = 2.09567e-09, Par. = -0.00100552 0.00166187 -28.039 -3.02305
## It. 46, RSS = 2.09488e-09, Par. = -0.000933075 0.00171007 -27.3695 -5.48433
## It. 47, RSS = 2.09167e-09, Par. = -0.00089592 0.00173413 -26.9284 -6.6661
## It. 48, RSS = 2.09059e-09, Par. = -0.000870887 0.00174908 -26.6264 -7.43217
## It. 49, RSS = 2.0901e-09, Par. = -0.000821716 0.00177753 -26.0225 -8.91705
## It. 50, RSS = 2.0893e-09, Par. = -0.000773 0.00180558 -25.3465 -10.3125
## It. 51, RSS = 2.08835e-09, Par. = -0.000724342 0.00183297 -24.6124 -11.6266
## It. 52, RSS = 2.08747e-09, Par. = -0.000676016 0.00185974 -23.8246 -12.848
## It. 53, RSS = 2.08664e-09, Par. = -0.000628382 0.0018859 -22.9904 -13.963
## It. 54, RSS = 2.08287e-09, Par. = -0.00060395 0.00189941 -22.5212 -14.4661
## It. 55, RSS = 2.08213e-09, Par. = -0.00059089 0.00190633 -22.2689 -14.7267
## It. 56, RSS = 2.08166e-09, Par. = -0.000565696 0.00191953 -21.7844 -15.2339
## It. 57, RSS = 2.08091e-09, Par. = -0.000541166 0.00193269 -21.2918 -15.6917
## It. 58, RSS = 2.08014e-09, Par. = -0.000517289 0.00194565 -20.7978 -16.1088
## It. 59, RSS = 2.0794e-09, Par. = -0.000494214 0.00195839 -20.3065 -16.4839
## It. 60, RSS = 2.07882e-09, Par. = -0.000469533 0.00197241 -19.7676 -16.8582
## It. 61, RSS = 2.07804e-09, Par. = -0.000446322 0.00198612 -19.2448 -17.1766
## It. 62, RSS = 2.0773e-09, Par. = -0.000424739 0.00199944 -18.7461 -17.4456
## It. 63, RSS = 2.07692e-09, Par. = -0.000401499 0.00201486 -18.1986 -17.7147
## It. 64, RSS = 2.07612e-09, Par. = -0.000381077 0.0020297 -17.7038 -17.9227
## It. 65, RSS = 2.07591e-09, Par. = -0.000359447 0.00204791 -17.1732 -18.139
## It. 66, RSS = 2.07476e-09, Par. = -0.000349288 0.00205706 -16.9134 -18.2122
## It. 67, RSS = 2.07457e-09, Par. = -0.000343136 0.00206274 -16.7572 -18.2598
## It. 68, RSS = 2.07444e-09, Par. = -0.000331557 0.00207574 -16.4672 -18.3758
## It. 69, RSS = 2.07422e-09, Par. = -0.000321116 0.00209059 -16.2045 -18.4939
## It. 70, RSS = 2.07403e-09, Par. = -0.000312277 0.00210757 -15.9854 -18.6278
## It. 71, RSS = 2.07385e-09, Par. = -0.000305498 0.00212647 -15.8235 -18.7812
## It. 72, RSS = 2.07377e-09, Par. = -0.000299696 0.00216804 -15.721 -19.1644
## It. 73, RSS = 2.07346e-09, Par. = -0.000297129 0.0022076 -15.7015 -19.5287
## It. 74, RSS = 2.07332e-09, Par. = -0.000297407 0.00228265 -15.8112 -20.2567
## It. 75, RSS = 2.07299e-09, Par. = -0.000298614 0.00236155 -15.9458 -21.0035
## It. 76, RSS = 2.07264e-09, Par. = -0.00029985 0.00243455 -16.0691 -21.6772
## It. 77, RSS = 2.0724e-09, Par. = -0.000301426 0.0025136 -16.2063 -22.3956
## It. 78, RSS = 2.07213e-09, Par. = -0.000302754 0.00258709 -16.3257 -23.0446
## It. 79, RSS = 2.07192e-09, Par. = -0.000304264 0.00266635 -16.4537 -23.7326
## It. 80, RSS = 2.07168e-09, Par. = -0.000305511 0.00274036 -16.5647 -24.3569
## It. 81, RSS = 2.0715e-09, Par. = -0.000306886 0.00281981 -16.6823 -25.0157
## It. 82, RSS = 2.07129e-09, Par. = -0.000308024 0.00289429 -16.7847 -25.6161
## It. 83, RSS = 2.07113e-09, Par. = -0.000309272 0.00297392 -16.8927 -26.2473
## It. 84, RSS = 2.07095e-09, Par. = -0.000310312 0.00304882 -16.9873 -26.8251
## It. 85, RSS = 2.0708e-09, Par. = -0.000311444 0.00312861 -17.0867 -27.4305
## It. 86, RSS = 2.07064e-09, Par. = -0.000312394 0.0032039 -17.1742 -27.9869
## It. 87, RSS = 2.07051e-09, Par. = -0.000313422 0.00328382 -17.2659 -28.568
## It. 88, RSS = 2.07037e-09, Par. = -0.0003143 0.00335946 -17.3473 -29.1043
## It. 89, RSS = 2.07025e-09, Par. = -0.000315237 0.0034395 -17.432 -29.6627
## It. 90, RSS = 2.07012e-09, Par. = -0.000316041 0.00351545 -17.5076 -30.1798
## It. 91, RSS = 2.07e-09, Par. = -0.000316755 0.00358781 -17.5764 -30.6626
## It. 92, RSS = 2.06991e-09, Par. = -0.000317607 0.00366799 -17.6533 -31.1915
## It. 93, RSS = 2.0698e-09, Par. = -0.000318337 0.00374435 -17.722 -31.6829
## It. 94, RSS = 2.0697e-09, Par. = -0.000318982 0.00381729 -17.7846 -32.1431
## It. 95, RSS = 2.06961e-09, Par. = -0.000319734 0.00389761 -17.8537 -32.6439
## It. 96, RSS = 2.06952e-09, Par. = -0.000320391 0.00397433 -17.9161 -33.1114
## It. 97, RSS = 2.06943e-09, Par. = -0.000320978 0.00404783 -17.9733 -33.551
## It. 98, RSS = 2.06936e-09, Par. = -0.000321651 0.00412825 -18.0359 -34.0263
## It. 0, RSS = 4.269e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.84831e-08, Par. = -0.00134054 0.000245554 -15.2902 48.2222
## It. 2, RSS = 1.41063e-08, Par. = -0.00142243 0.000263429 -15.7215 44.5484
## It. 3, RSS = 1.04613e-08, Par. = -0.00159461 0.000311146 -15.5986 40.6159
## It. 4, RSS = 7.64439e-09, Par. = -0.00200709 0.000403998 -14.9877 35.3756
## It. 5, RSS = 1.86024e-09, Par. = -0.0024547 0.000498387 -14.1184 32.8057
## It. 6, RSS = 1.62199e-09, Par. = -0.00243975 0.000520255 -14.4124 32.6405
## It. 7, RSS = 1.62097e-09, Par. = -0.00242826 0.000523896 -14.5095 32.6237
## It. 8, RSS = 1.61924e-09, Par. = -0.00240239 0.000530204 -14.704 32.6055
## It. 9, RSS = 1.61701e-09, Par. = -0.00235552 0.000542048 -15.0692 32.5642
## It. 10, RSS = 1.61399e-09, Par. = -0.00230988 0.000554881 -15.4572 32.498
## It. 11, RSS = 1.6109e-09, Par. = -0.00227085 0.000566906 -15.814 32.4191
## It. 12, RSS = 1.60877e-09, Par. = -0.00225026 0.000573889 -16.0169 32.3629
## It. 13, RSS = 1.60705e-09, Par. = -0.00221107 0.000586929 -16.3971 32.2602
## It. 14, RSS = 1.60465e-09, Par. = -0.00217283 0.000601024 -16.7999 32.1286
## It. 15, RSS = 1.60215e-09, Par. = -0.00214004 0.000614213 -17.1692 31.9886
## It. 16, RSS = 1.60046e-09, Par. = -0.00212342 0.000621553 -17.3701 31.9007
## It. 17, RSS = 1.5991e-09, Par. = -0.0020915 0.000635297 -17.7478 31.7383
## It. 18, RSS = 1.59723e-09, Par. = -0.00206028 0.000650085 -18.1458 31.5449
## It. 19, RSS = 1.59532e-09, Par. = -0.00203321 0.000663942 -18.5111 31.3485
## It. 20, RSS = 1.59387e-09, Par. = -0.00201562 0.000673615 -18.761 31.2012
## It. 21, RSS = 1.59303e-09, Par. = -0.00198302 0.000691588 -19.2245 30.9249
## It. 22, RSS = 1.59132e-09, Par. = -0.00195113 0.000711181 -19.716 30.5979
## It. 23, RSS = 1.58928e-09, Par. = -0.00192413 0.000729301 -20.1582 30.2737
## It. 24, RSS = 1.58796e-09, Par. = -0.00189595 0.000749255 -20.6359 29.9001
## It. 25, RSS = 1.5863e-09, Par. = -0.00187187 0.000767746 -21.0666 29.5334
## It. 26, RSS = 1.58516e-09, Par. = -0.00184671 0.000788024 -21.5296 29.1157
## It. 27, RSS = 1.58379e-09, Par. = -0.00182497 0.000806859 -21.9479 28.709
## It. 28, RSS = 1.58281e-09, Par. = -0.00180225 0.000827435 -22.3955 28.2501
## It. 29, RSS = 1.58167e-09, Par. = -0.00178242 0.00084659 -22.8005 27.8056
## It. 30, RSS = 1.58092e-09, Par. = -0.00177362 0.000855767 -22.9875 27.5834
## It. 31, RSS = 1.58035e-09, Par. = -0.00175622 0.000873074 -23.3437 27.1652
## It. 32, RSS = 1.57962e-09, Par. = -0.00173889 0.000891469 -23.7119 26.708
## It. 33, RSS = 1.57897e-09, Par. = -0.00172754 0.000904181 -23.9586 26.3821
## It. 34, RSS = 1.57858e-09, Par. = -0.00170634 0.000927894 -24.4172 25.7715
## It. 35, RSS = 1.57778e-09, Par. = -0.00168512 0.000953555 -24.8949 25.0904
## It. 36, RSS = 1.57687e-09, Par. = -0.00166647 0.000977318 -25.3207 24.4411
## It. 37, RSS = 1.57625e-09, Par. = -0.00164667 0.00100329 -25.773 23.7163
## It. 38, RSS = 1.5755e-09, Par. = -0.0016291 0.0010274 -26.1767 23.0263
## It. 39, RSS = 1.57502e-09, Par. = -0.00162127 0.00103869 -26.3561 22.6938
## It. 40, RSS = 1.57467e-09, Par. = -0.00160585 0.00105997 -26.6986 22.0667
## It. 41, RSS = 1.57421e-09, Par. = -0.00159023 0.00108258 -27.0492 21.3899
## It. 42, RSS = 1.57379e-09, Par. = -0.00157907 0.00109922 -27.2966 20.882
## It. 43, RSS = 1.57356e-09, Par. = -0.00155856 0.00113014 -27.7533 19.9387
## It. 44, RSS = 1.57301e-09, Par. = -0.00153758 0.00116378 -28.2232 18.8965
## It. 45, RSS = 1.57239e-09, Par. = -0.00151886 0.00119476 -28.6313 17.9192
## It. 46, RSS = 1.57201e-09, Par. = -0.00151037 0.00120917 -28.8067 17.4542
## It. 47, RSS = 1.57175e-09, Par. = -0.00149391 0.00123617 -29.142 16.5825
## It. 48, RSS = 1.57139e-09, Par. = -0.00147704 0.00126506 -29.482 15.6436
## It. 49, RSS = 1.5711e-09, Par. = -0.00146558 0.001285 -29.7013 14.9866
## It. 50, RSS = 1.57086e-09, Par. = -0.00144481 0.00132191 -30.1075 13.7789
## It. 51, RSS = 1.57046e-09, Par. = -0.00142337 0.0013623 -30.5204 12.4566
## It. 52, RSS = 1.57006e-09, Par. = -0.00140421 0.00139941 -30.8701 11.2351
## It. 53, RSS = 1.56977e-09, Par. = -0.0013883 0.00143047 -31.1414 10.2062
## It. 54, RSS = 1.56961e-09, Par. = -0.00135927 0.00149331 -31.7003 8.18871
## It. 55, RSS = 1.56899e-09, Par. = -0.00133263 0.00155728 -32.2015 6.16855
## It. 56, RSS = 1.56884e-09, Par. = -0.00129648 0.00168947 -33.3396 2.41118
## It. 57, RSS = 1.56837e-09, Par. = -0.00127739 0.00175724 -33.7139 0.472221
## It. 58, RSS = 1.56794e-09, Par. = -0.00125761 0.00181895 -34.0477 -1.32341
## It. 59, RSS = 1.56776e-09, Par. = -0.00124639 0.00186033 -34.2644 -2.47319
## It. 60, RSS = 1.56772e-09, Par. = -0.00123185 0.00194445 -34.8175 -4.62715
## It. 61, RSS = 1.56746e-09, Par. = -0.00122488 0.00198334 -35.0171 -5.6043
## It. 62, RSS = 1.56741e-09, Par. = -0.00121742 0.00205425 -35.4837 -7.2821
## It. 63, RSS = 1.56734e-09, Par. = -0.00121443 0.00213348 -36.04 -9.01663
## It. 64, RSS = 1.56719e-09, Par. = -0.00121539 0.0022133 -36.6305 -10.6575
## It. 65, RSS = 1.56702e-09, Par. = -0.00121851 0.00228581 -37.1806 -12.0835
## It. 66, RSS = 1.56692e-09, Par. = -0.00122539 0.00236614 -37.8319 -13.5815
## It. 67, RSS = 1.5668e-09, Par. = -0.00123319 0.00243983 -38.4374 -14.9097
## It. 68, RSS = 1.56672e-09, Par. = -0.00124398 0.00252033 -39.127 -16.306
## It. 69, RSS = 1.56662e-09, Par. = -0.00125482 0.00259437 -39.7651 -17.5593
## It. 70, RSS = 1.56656e-09, Par. = -0.00126803 0.00267494 -40.4765 -18.8878
## It. 71, RSS = 1.56648e-09, Par. = -0.00128056 0.00274972 -41.1322 -20.1042
## It. 72, RSS = 1.56642e-09, Par. = -0.00129475 0.00283049 -41.8454 -21.398
## It. 73, RSS = 1.56636e-09, Par. = -0.00130791 0.00290565 -42.5003 -22.5926
## It. 74, RSS = 1.56631e-09, Par. = -0.00132234 0.00298671 -43.205 -23.8688
## It. 75, RSS = 1.56626e-09, Par. = -0.00133562 0.00306254 -43.8529 -25.0567
## It. 76, RSS = 1.56622e-09, Par. = -0.00134993 0.00314393 -44.5441 -26.3229
## It. 77, RSS = 1.56617e-09, Par. = -0.00136298 0.00322029 -45.1785 -27.5079
## It. 78, RSS = 1.56614e-09, Par. = -0.00137675 0.0033021 -45.8491 -28.7729
## It. 79, RSS = 1.56609e-09, Par. = -0.00138942 0.00337889 -46.4672 -29.9552
## It. 80, RSS = 1.56606e-09, Par. = -0.00140265 0.0034611 -47.1172 -31.2187
## It. 81, RSS = 1.56602e-09, Par. = -0.0014147 0.00353858 -47.7156 -32.4066
## It. 82, RSS = 1.566e-09, Par. = -0.00142716 0.00362124 -48.3412 -33.6717
## It. 83, RSS = 1.56596e-09, Par. = -0.00143868 0.00369946 -48.9218 -34.8637
## It. 84, RSS = 1.56594e-09, Par. = -0.0014506 0.00378249 -49.5271 -36.1258
## It. 85, RSS = 1.56591e-09, Par. = -0.00146141 0.00386129 -50.0856 -37.3211
## It. 86, RSS = 1.56589e-09, Par. = -0.00147276 0.00394471 -50.6704 -38.5798
## It. 87, RSS = 1.56586e-09, Par. = -0.00148306 0.00402404 -51.2106 -39.7744
## It. 88, RSS = 1.56584e-09, Par. = -0.00149244 0.00409982 -51.7126 -40.9135
## It. 89, RSS = 1.56582e-09, Par. = -0.00150278 0.00418382 -52.2637 -42.1694
## It. 90, RSS = 1.5658e-09, Par. = -0.00151223 0.00426395 -52.7754 -43.3629
## It. 91, RSS = 1.56578e-09, Par. = -0.00152105 0.00434058 -53.2557 -44.4991
## It. 92, RSS = 1.56577e-09, Par. = -0.00153043 0.00442513 -53.7741 -45.7494
## It. 93, RSS = 1.56573e-09, Par. = -0.00153438 0.00446565 -54.0065 -46.3473
## It. 94, RSS = 1.56572e-09, Par. = -0.00153754 0.00449872 -54.195 -46.8366
## It. 95, RSS = 1.56572e-09, Par. = -0.00154447 0.00456332 -54.5802 -47.7835
## It. 96, RSS = 1.5657e-09, Par. = -0.00155087 0.00462589 -54.9427 -48.6969
## It. 97, RSS = 1.56569e-09, Par. = -0.00155694 0.00468641 -55.2883 -49.5768
## It. 0, RSS = 4.21603e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.78276e-08, Par. = -0.00139375 0.000237745 -15.3357 50.6482
## It. 2, RSS = 1.22142e-08, Par. = -0.00147323 0.000255123 -15.9816 46.2084
## It. 3, RSS = 8.74466e-09, Par. = -0.00164576 0.000306514 -15.8842 41.7991
## It. 4, RSS = 7.84056e-09, Par. = -0.00207553 0.000405863 -15.2801 36.0045
## It. 5, RSS = 1.67626e-09, Par. = -0.00229259 0.000458525 -14.7028 34.8289
## It. 6, RSS = 1.66749e-09, Par. = -0.00213676 0.000552764 -16.9318 34.0438
## It. 7, RSS = 1.4489e-09, Par. = -0.00207278 0.000597858 -18.0683 33.4279
## It. 8, RSS = 1.43159e-09, Par. = -0.00206436 0.000607227 -18.2834 33.2696
## It. 9, RSS = 1.4302e-09, Par. = -0.00202984 0.000622357 -18.7261 33.073
## It. 10, RSS = 1.42807e-09, Par. = -0.0019954 0.000638814 -19.2009 32.8332
## It. 11, RSS = 1.42568e-09, Par. = -0.00196583 0.00065421 -19.6345 32.5866
## It. 12, RSS = 1.42396e-09, Par. = -0.00195017 0.000663139 -19.8792 32.4308
## It. 13, RSS = 1.42285e-09, Par. = -0.00191985 0.000679928 -20.3408 32.1369
## It. 14, RSS = 1.42103e-09, Par. = -0.00189036 0.00069791 -20.8217 31.7955
## It. 15, RSS = 1.41909e-09, Par. = -0.00186474 0.000714733 -21.2598 31.4541
## It. 16, RSS = 1.41771e-09, Par. = -0.00185122 0.000724364 -21.5031 31.2461
## It. 17, RSS = 1.4168e-09, Par. = -0.00182487 0.000742513 -21.9631 30.8515
## It. 18, RSS = 1.41532e-09, Par. = -0.00179904 0.000761876 -22.4389 30.4046
## It. 19, RSS = 1.41377e-09, Par. = -0.00177629 0.000780008 -22.8714 29.9642
## It. 20, RSS = 1.41265e-09, Par. = -0.00176399 0.000790495 -23.1132 29.6969
## It. 21, RSS = 1.41191e-09, Par. = -0.00173997 0.000810291 -23.5708 29.1877
## It. 22, RSS = 1.41067e-09, Par. = -0.00171619 0.000831347 -24.0402 28.6199
## It. 23, RSS = 1.40939e-09, Par. = -0.00169496 0.000851074 -24.4652 28.0654
## It. 24, RSS = 1.40846e-09, Par. = -0.00168334 0.000862457 -24.701 27.7323
## It. 25, RSS = 1.40784e-09, Par. = -0.00166057 0.000883977 -25.1472 27.0962
## It. 26, RSS = 1.40681e-09, Par. = -0.00163778 0.000906792 -25.6005 26.3952
## It. 27, RSS = 1.40574e-09, Par. = -0.0016171 0.000928183 -26.0081 25.714
## It. 28, RSS = 1.40496e-09, Par. = -0.00160546 0.000940681 -26.2353 25.3024
## It. 29, RSS = 1.40444e-09, Par. = -0.00158261 0.000964322 -26.6645 24.5142
## It. 30, RSS = 1.40354e-09, Par. = -0.00155946 0.000989318 -27.0944 23.6529
## It. 31, RSS = 1.40263e-09, Par. = -0.00153814 0.00101276 -27.4765 22.8191
## It. 32, RSS = 1.40196e-09, Par. = -0.00152574 0.00102667 -27.6896 22.3094
## It. 33, RSS = 1.40151e-09, Par. = -0.00150142 0.00105296 -28.0906 21.3325
## It. 34, RSS = 1.4007e-09, Par. = -0.00147646 0.00108069 -28.483 20.2716
## It. 35, RSS = 1.39989e-09, Par. = -0.00145312 0.00110668 -28.8238 19.2477
## It. 36, RSS = 1.39931e-09, Par. = -0.00143869 0.00112283 -29.0175 18.5943
## It. 37, RSS = 1.3989e-09, Par. = -0.00141047 0.00115326 -29.3771 17.3434
## It. 38, RSS = 1.39812e-09, Par. = -0.00138112 0.00118531 -29.7126 15.9902
## It. 39, RSS = 1.39736e-09, Par. = -0.00135334 0.00121527 -29.9868 14.689
## It. 40, RSS = 1.39679e-09, Par. = -0.00133366 0.00123618 -30.1501 13.7572
## It. 41, RSS = 1.39641e-09, Par. = -0.00129565 0.00127522 -30.4375 11.9863
## It. 42, RSS = 1.39549e-09, Par. = -0.00125541 0.00131641 -30.6612 10.0695
## It. 43, RSS = 1.39484e-09, Par. = -0.00123187 0.00134012 -30.7348 8.93858
## It. 44, RSS = 1.39428e-09, Par. = -0.00118593 0.00138389 -30.8542 6.80061
## It. 45, RSS = 1.39339e-09, Par. = -0.00113699 0.00142992 -30.8674 4.51209
## It. 46, RSS = 1.39269e-09, Par. = -0.00103856 0.00152095 -30.7391 -0.0515964
## It. 47, RSS = 1.39183e-09, Par. = -0.00102288 0.00153874 -30.5359 -0.829553
## It. 48, RSS = 1.39132e-09, Par. = -0.000985089 0.00156868 -30.2947 -2.42791
## It. 49, RSS = 1.39099e-09, Par. = -0.000960307 0.00158822 -30.0881 -3.45821
## It. 50, RSS = 1.3908e-09, Par. = -0.000913164 0.0016247 -29.6853 -5.39457
## It. 51, RSS = 1.3906e-09, Par. = -0.000868323 0.00165942 -29.2111 -7.18404
## It. 52, RSS = 1.38973e-09, Par. = -0.000845759 0.00167659 -28.9248 -8.03991
## It. 53, RSS = 1.38948e-09, Par. = -0.000828185 0.00168933 -28.7014 -8.69344
## It. 54, RSS = 1.3894e-09, Par. = -0.000795146 0.00171357 -28.2756 -9.92172
## It. 55, RSS = 1.38896e-09, Par. = -0.000778701 0.00172576 -28.0331 -10.505
## It. 56, RSS = 1.38895e-09, Par. = -0.000747762 0.00174864 -27.5883 -11.6104
## It. 57, RSS = 1.38849e-09, Par. = -0.000732387 0.00176017 -27.3401 -12.1314
## It. 58, RSS = 1.38834e-09, Par. = -0.000718056 0.00177069 -27.1109 -12.6146
## It. 59, RSS = 1.38833e-09, Par. = -0.00069181 0.00179078 -26.6873 -13.5059
## It. 60, RSS = 1.38796e-09, Par. = -0.000678822 0.0018009 -26.4578 -13.9227
## It. 61, RSS = 1.38795e-09, Par. = -0.000655119 0.00181996 -26.0499 -14.7035
## It. 62, RSS = 1.38763e-09, Par. = -0.000643448 0.00182956 -25.8324 -15.0661
## It. 63, RSS = 1.38762e-09, Par. = -0.000622511 0.00184765 -25.4531 -15.7414
## It. 64, RSS = 1.38735e-09, Par. = -0.000612266 0.00185674 -25.2542 -16.0533
## It. 65, RSS = 1.38733e-09, Par. = -0.000594217 0.00187391 -24.9144 -16.6313
## It. 66, RSS = 1.38712e-09, Par. = -0.000584443 0.00188355 -24.7199 -16.9299
## It. 67, RSS = 1.38705e-09, Par. = -0.000577182 0.00189081 -24.576 -17.1532
## It. 68, RSS = 1.387e-09, Par. = -0.000564553 0.00190476 -24.3296 -17.5622
## It. 69, RSS = 1.38692e-09, Par. = -0.000551492 0.00192099 -24.0729 -17.9996
## It. 70, RSS = 1.38682e-09, Par. = -0.000540239 0.00193669 -23.8508 -18.391
## It. 71, RSS = 1.38675e-09, Par. = -0.000529181 0.00195485 -23.6375 -18.8107
## It. 72, RSS = 1.38665e-09, Par. = -0.000520159 0.00197237 -23.4669 -19.185
## It. 73, RSS = 1.38659e-09, Par. = -0.000511919 0.00199257 -23.3216 -19.5865
## It. 74, RSS = 1.38651e-09, Par. = -0.000505642 0.00201205 -23.2201 -19.9483
## It. 75, RSS = 1.38651e-09, Par. = -0.000499258 0.00204887 -23.169 -20.5792
## It. 76, RSS = 1.38636e-09, Par. = -0.000496249 0.00206947 -23.1483 -20.9114
## It. 77, RSS = 1.38631e-09, Par. = -0.000494242 0.0021088 -23.2121 -21.5265
## It. 78, RSS = 1.38622e-09, Par. = -0.000493764 0.00214629 -23.3063 -22.09
## It. 79, RSS = 1.38621e-09, Par. = -0.000496676 0.00221739 -23.5866 -23.1301
## It. 80, RSS = 1.38601e-09, Par. = -0.000497684 0.00225494 -23.7125 -23.6627
## It. 81, RSS = 1.38598e-09, Par. = -0.000501654 0.00232658 -24.0125 -24.6766
## It. 82, RSS = 1.38583e-09, Par. = -0.000503074 0.00236419 -24.145 -25.1944
## It. 83, RSS = 1.3858e-09, Par. = -0.000507193 0.00243621 -24.4408 -26.1873
## It. 84, RSS = 1.38567e-09, Par. = -0.00050868 0.00247391 -24.5709 -26.693
## It. 85, RSS = 1.38565e-09, Par. = -0.000512657 0.0025463 -24.8549 -27.6669
## It. 86, RSS = 1.38553e-09, Par. = -0.00051408 0.00258411 -24.979 -28.1612
## It. 87, RSS = 1.38551e-09, Par. = -0.000517842 0.00265686 -25.2497 -29.1167
## It. 88, RSS = 1.3854e-09, Par. = -0.000518978 0.00269111 -25.3537 -29.5522
## It. 89, RSS = 1.38538e-09, Par. = -0.000522106 0.00275729 -25.5848 -30.4015
## It. 90, RSS = 1.3853e-09, Par. = -0.000524769 0.00281985 -25.7894 -31.1883
## It. 91, RSS = 1.38525e-09, Par. = -0.000527651 0.00288838 -26.0094 -32.0398
## It. 92, RSS = 1.38518e-09, Par. = -0.000530148 0.00295322 -26.2066 -32.8319
## It. 93, RSS = 1.38513e-09, Par. = -0.000532739 0.00302197 -26.4109 -33.6612
## It. 94, RSS = 1.38507e-09, Par. = -0.00053501 0.00308719 -26.5954 -34.4349
## It. 95, RSS = 1.38501e-09, Par. = -0.00053708 0.00314929 -26.7654 -35.1615
## It. 96, RSS = 1.38498e-09, Par. = -0.000539433 0.0032183 -26.9536 -35.9603
## It. 97, RSS = 1.38492e-09, Par. = -0.000541482 0.00328396 -27.1233 -36.7074
## It. 0, RSS = 4.33775e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.9634e-08, Par. = -0.00150387 0.000231345 -15.5407 54.3646
## It. 2, RSS = 1.16797e-08, Par. = -0.00158583 0.000247403 -16.6467 49.4124
## It. 3, RSS = 8.26391e-09, Par. = -0.00176129 0.000304931 -16.6025 44.1743
## It. 4, RSS = 4.90518e-09, Par. = -0.00194115 0.000351957 -16.2739 41.6087
## It. 5, RSS = 3.94896e-09, Par. = -0.00235837 0.000440786 -15.7269 37.2868
## It. 6, RSS = 1.53395e-09, Par. = -0.00227597 0.000537273 -17.4764 36.3283
## It. 7, RSS = 1.52427e-09, Par. = -0.00226078 0.000555819 -17.8539 36.081
## It. 8, RSS = 1.52331e-09, Par. = -0.00224914 0.000560419 -17.991 36.0347
## It. 9, RSS = 1.52172e-09, Par. = -0.00222337 0.00056871 -18.2658 35.9597
## It. 10, RSS = 1.52034e-09, Par. = -0.00217664 0.000584411 -18.7836 35.8032
## It. 11, RSS = 1.51742e-09, Par. = -0.00213202 0.000601321 -19.3268 35.5987
## It. 12, RSS = 1.51412e-09, Par. = -0.00209411 0.000617162 -19.8228 35.3786
## It. 13, RSS = 1.51183e-09, Par. = -0.00205526 0.000634434 -20.3539 35.1157
## It. 14, RSS = 1.50907e-09, Par. = -0.00202191 0.000650634 -20.8398 34.842
## It. 15, RSS = 1.50706e-09, Par. = -0.00198767 0.000668219 -21.3572 34.5228
## It. 16, RSS = 1.50472e-09, Par. = -0.00195794 0.000684746 -21.8312 34.1973
## It. 17, RSS = 1.50295e-09, Par. = -0.00192735 0.000702607 -22.3334 33.8242
## It. 18, RSS = 1.50095e-09, Par. = -0.00190048 0.000719428 -22.794 33.4485
## It. 19, RSS = 1.49952e-09, Par. = -0.00188661 0.000728849 -23.044 33.2246
## It. 20, RSS = 1.49853e-09, Par. = -0.00185922 0.000746751 -23.5208 32.7958
## It. 21, RSS = 1.49695e-09, Par. = -0.0018325 0.000765666 -24.0088 32.3151
## It. 22, RSS = 1.49534e-09, Par. = -0.00180863 0.000783514 -24.4558 31.8381
## It. 23, RSS = 1.49416e-09, Par. = -0.00179552 0.000793963 -24.7087 31.5452
## It. 24, RSS = 1.49333e-09, Par. = -0.00176969 0.000813846 -25.1905 30.9814
## It. 25, RSS = 1.49195e-09, Par. = -0.00174426 0.000834807 -25.6795 30.3574
## It. 26, RSS = 1.49054e-09, Par. = -0.00172127 0.000854572 -26.1243 29.7432
## It. 27, RSS = 1.48952e-09, Par. = -0.00170888 0.000865798 -26.3665 29.38
## It. 28, RSS = 1.48879e-09, Par. = -0.00168428 0.000887186 -26.8285 28.6791
## It. 29, RSS = 1.48756e-09, Par. = -0.00166224 0.000907451 -27.2459 27.9873
## It. 30, RSS = 1.48666e-09, Par. = -0.00164928 0.000919814 -27.4891 27.5505
## It. 31, RSS = 1.48602e-09, Par. = -0.0016237 0.000943368 -27.9506 26.7055
## It. 32, RSS = 1.48483e-09, Par. = -0.00160059 0.000965651 -28.3623 25.8749
## It. 33, RSS = 1.48399e-09, Par. = -0.0015876 0.000978557 -28.587 25.3778
## It. 34, RSS = 1.48339e-09, Par. = -0.00156175 0.00100316 -29.0138 24.4154
## It. 35, RSS = 1.48232e-09, Par. = -0.00153806 0.00102646 -29.3901 23.472
## It. 36, RSS = 1.48156e-09, Par. = -0.00152373 0.00104076 -29.6051 22.8752
## It. 37, RSS = 1.481e-09, Par. = -0.00149533 0.001068 -30.0098 21.7183
## It. 38, RSS = 1.47994e-09, Par. = -0.00146905 0.00109376 -30.3567 20.5877
## It. 39, RSS = 1.4792e-09, Par. = -0.00145326 0.00110931 -30.5456 19.8848
## It. 40, RSS = 1.47865e-09, Par. = -0.00142185 0.00113889 -30.898 18.5213
## It. 41, RSS = 1.47762e-09, Par. = -0.00139242 0.00116686 -31.1856 17.1909
## It. 42, RSS = 1.4769e-09, Par. = -0.00137293 0.0011852 -31.3465 16.2934
## It. 43, RSS = 1.47635e-09, Par. = -0.00133434 0.00121991 -31.6347 14.5546
## It. 44, RSS = 1.47519e-09, Par. = -0.00129786 0.00125261 -31.8363 12.8643
## It. 45, RSS = 1.47438e-09, Par. = -0.00127029 0.00127663 -31.9377 11.5843
## It. 46, RSS = 1.47376e-09, Par. = -0.00121605 0.00132162 -32.0844 9.11786
## It. 47, RSS = 1.47219e-09, Par. = -0.00116433 0.00136361 -32.0829 6.7398
## It. 48, RSS = 1.47133e-09, Par. = -0.00106482 0.00143935 -31.8931 2.28516
## It. 49, RSS = 1.46989e-09, Par. = -0.00101237 0.0014788 -31.4906 -0.0572704
## It. 50, RSS = 1.46842e-09, Par. = -0.000953983 0.00151675 -31.0106 -2.46299
## It. 51, RSS = 1.46763e-09, Par. = -0.000929418 0.0015325 -30.7344 -3.44321
## It. 52, RSS = 1.46702e-09, Par. = -0.000879279 0.00156185 -30.1988 -5.3898
## It. 53, RSS = 1.4665e-09, Par. = -0.000829295 0.00159047 -29.5616 -7.26074
## It. 54, RSS = 1.46592e-09, Par. = -0.000778775 0.00161821 -28.8365 -9.06447
## It. 55, RSS = 1.46545e-09, Par. = -0.000727777 0.00164516 -28.0226 -10.7911
## It. 56, RSS = 1.46345e-09, Par. = -0.000701389 0.00165892 -27.5434 -11.6176
## It. 57, RSS = 1.46294e-09, Par. = -0.000686114 0.00166644 -27.2631 -12.0827
## It. 58, RSS = 1.4626e-09, Par. = -0.000655951 0.00168092 -26.7095 -12.997
## It. 59, RSS = 1.46207e-09, Par. = -0.000625871 0.00169539 -26.1209 -13.8624
## It. 60, RSS = 1.4615e-09, Par. = -0.000595762 0.0017097 -25.504 -14.6856
## It. 61, RSS = 1.46093e-09, Par. = -0.000565731 0.00172387 -24.8605 -15.4613
## It. 62, RSS = 1.46035e-09, Par. = -0.000535913 0.00173788 -24.1935 -16.1838
## It. 63, RSS = 1.45977e-09, Par. = -0.000506477 0.00175173 -23.5073 -16.8473
## It. 64, RSS = 1.45918e-09, Par. = -0.000477632 0.00176539 -22.808 -17.4464
## It. 65, RSS = 1.45858e-09, Par. = -0.000449625 0.00177884 -22.103 -17.9765
## It. 66, RSS = 1.45796e-09, Par. = -0.000422742 0.00179203 -21.4019 -18.4344
## It. 67, RSS = 1.45733e-09, Par. = -0.000397286 0.00180492 -20.7159 -18.8193
## It. 68, RSS = 1.45711e-09, Par. = -0.000370763 0.00181904 -19.9807 -19.1757
## It. 69, RSS = 1.45555e-09, Par. = -0.00035764 0.00182629 -19.5982 -19.3048
## It. 70, RSS = 1.45532e-09, Par. = -0.000351831 0.00182944 -19.4286 -19.3593
## It. 71, RSS = 1.45513e-09, Par. = -0.000341047 0.00183543 -19.1163 -19.47
## It. 72, RSS = 1.45495e-09, Par. = -0.000334484 0.00183919 -18.922 -19.5264
## It. 73, RSS = 1.45479e-09, Par. = -0.000322728 0.00184631 -18.5751 -19.6333
## It. 74, RSS = 1.45459e-09, Par. = -0.000310025 0.00185474 -18.1943 -19.7364
## It. 75, RSS = 1.45435e-09, Par. = -0.00029883 0.00186289 -17.8536 -19.817
## It. 76, RSS = 1.4542e-09, Par. = -0.000286899 0.00187289 -17.4886 -19.9053
## It. 77, RSS = 1.45403e-09, Par. = -0.000275691 0.00188432 -17.1433 -19.9933
## It. 78, RSS = 1.45387e-09, Par. = -0.000265641 0.00189779 -16.8342 -20.0942
## It. 79, RSS = 1.45373e-09, Par. = -0.000257458 0.0019137 -16.587 -20.2209
## It. 80, RSS = 1.4536e-09, Par. = -0.000251642 0.00193158 -16.4193 -20.3776
## It. 81, RSS = 1.45354e-09, Par. = -0.000247474 0.0019702 -16.3403 -20.7847
## It. 82, RSS = 1.45334e-09, Par. = -0.000245877 0.00200698 -16.341 -21.1771
## It. 83, RSS = 1.45328e-09, Par. = -0.000246678 0.00207689 -16.4741 -21.9627
## It. 84, RSS = 1.45302e-09, Par. = -0.000246729 0.00211366 -16.5259 -22.3505
## It. 85, RSS = 1.45294e-09, Par. = -0.000248333 0.00218399 -16.68 -23.1204
## It. 86, RSS = 1.45279e-09, Par. = -0.00024989 0.0022574 -16.8307 -23.8978
## It. 87, RSS = 1.4526e-09, Par. = -0.000251127 0.00232542 -16.9585 -24.5961
## It. 88, RSS = 1.45247e-09, Par. = -0.000252498 0.00239903 -17.0947 -25.3377
## It. 89, RSS = 1.4523e-09, Par. = -0.000253606 0.00246757 -17.2115 -26.0074
## It. 90, RSS = 1.45219e-09, Par. = -0.000254826 0.00254135 -17.3353 -26.7154
## It. 91, RSS = 1.45205e-09, Par. = -0.00025583 0.00261035 -17.4425 -27.3583
## It. 92, RSS = 1.45195e-09, Par. = -0.000256927 0.00268428 -17.5555 -28.035
## It. 93, RSS = 1.45182e-09, Par. = -0.00025784 0.00275369 -17.6542 -28.6526
## It. 94, RSS = 1.45173e-09, Par. = -0.000258834 0.00282775 -17.758 -29.3004
## It. 95, RSS = 1.45162e-09, Par. = -0.000259662 0.0028975 -17.8489 -29.8937
## It. 96, RSS = 1.45154e-09, Par. = -0.000260563 0.00297168 -17.9443 -30.5144
## It. 0, RSS = 4.361e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.9429e-08, Par. = -0.00160404 0.000232866 -16.7792 58.6793
## It. 2, RSS = 1.20391e-08, Par. = -0.00169102 0.000251054 -18.0134 53.5181
## It. 3, RSS = 8.93749e-09, Par. = -0.00187461 0.000312566 -18.0023 47.6217
## It. 4, RSS = 5.15114e-09, Par. = -0.00210953 0.000373248 -17.6009 44.116
## It. 5, RSS = 3.40088e-09, Par. = -0.00230633 0.000416874 -17.2712 42.207
## It. 6, RSS = 3.32593e-09, Par. = -0.00268984 0.000508093 -17.043 38.9841
## It. 7, RSS = 2.10869e-09, Par. = -0.00252946 0.000543114 -18.0401 38.9749
## It. 8, RSS = 2.05798e-09, Par. = -0.00250988 0.000550045 -18.2771 38.8709
## It. 9, RSS = 2.05423e-09, Par. = -0.00245641 0.000562946 -18.7245 38.7549
## It. 10, RSS = 2.04932e-09, Par. = -0.00240978 0.000575266 -19.1465 38.6175
## It. 11, RSS = 2.04534e-09, Par. = -0.00237595 0.000584917 -19.4705 38.4942
## It. 12, RSS = 2.04299e-09, Par. = -0.00231219 0.000603305 -20.0853 38.2483
## It. 13, RSS = 2.0371e-09, Par. = -0.00225239 0.000622978 -20.7225 37.932
## It. 14, RSS = 2.03059e-09, Par. = -0.00220151 0.000641542 -21.3051 37.5924
## It. 15, RSS = 2.02604e-09, Par. = -0.00214973 0.000661719 -21.9237 37.1891
## It. 16, RSS = 2.02056e-09, Par. = -0.00210513 0.000680772 -22.49 36.7687
## It. 17, RSS = 2.0165e-09, Par. = -0.00205958 0.000701377 -23.0873 36.2809
## It. 18, RSS = 2.01184e-09, Par. = -0.00201983 0.000720871 -23.6341 35.7823
## It. 19, RSS = 2.00821e-09, Par. = -0.00197911 0.000741849 -24.2071 35.2137
## It. 20, RSS = 2.0042e-09, Par. = -0.0019431 0.000761735 -24.7317 34.6396
## It. 21, RSS = 2.00134e-09, Par. = -0.00192481 0.000772743 -25.0099 34.3029
## It. 22, RSS = 1.99923e-09, Par. = -0.00188808 0.000793795 -25.5445 33.6509
## It. 23, RSS = 1.99582e-09, Par. = -0.00185585 0.000813883 -26.0323 32.9923
## It. 24, RSS = 1.99335e-09, Par. = -0.00183685 0.000826489 -26.3252 32.5602
## It. 25, RSS = 1.99152e-09, Par. = -0.00179924 0.000850616 -26.8844 31.7178
## It. 26, RSS = 1.98807e-09, Par. = -0.00176615 0.000873568 -27.387 30.874
## It. 27, RSS = 1.98569e-09, Par. = -0.0017486 0.000886535 -27.6548 30.3773
## It. 28, RSS = 1.9839e-09, Par. = -0.00171324 0.000911352 -28.1678 29.4097
## It. 29, RSS = 1.98092e-09, Par. = -0.00168154 0.000935015 -28.6257 28.4466
## It. 30, RSS = 1.97879e-09, Par. = -0.00166249 0.000949837 -28.8943 27.822
## It. 31, RSS = 1.97717e-09, Par. = -0.00162446 0.000978202 -29.4037 26.601
## It. 32, RSS = 1.97411e-09, Par. = -0.00159011 0.00100518 -29.8461 25.3916
## It. 33, RSS = 1.97201e-09, Par. = -0.00157077 0.00102092 -30.0806 24.6629
## It. 34, RSS = 1.97038e-09, Par. = -0.0015317 0.001051 -30.5242 23.2372
## It. 35, RSS = 1.96753e-09, Par. = -0.00149579 0.00107966 -30.897 21.8291
## It. 36, RSS = 1.96551e-09, Par. = -0.00147276 0.0010983 -31.1093 20.8857
## It. 37, RSS = 1.96393e-09, Par. = -0.00142657 0.00113386 -31.4986 19.0362
## It. 38, RSS = 1.96071e-09, Par. = -0.00138366 0.00116766 -31.7924 17.216
## It. 39, RSS = 1.95852e-09, Par. = -0.00135548 0.00118982 -31.9382 15.986
## It. 40, RSS = 1.95671e-09, Par. = -0.00129863 0.00123193 -32.1838 13.571
## It. 41, RSS = 1.95293e-09, Par. = -0.00124492 0.00127191 -32.2933 11.2003
## It. 42, RSS = 1.94995e-09, Par. = -0.00119263 0.00130936 -32.2933 8.90029
## It. 43, RSS = 1.94726e-09, Par. = -0.00108859 0.00137946 -32.1169 4.40874
## It. 44, RSS = 1.94058e-09, Par. = -0.000988464 0.00144519 -31.5047 0.0650519
## It. 45, RSS = 1.93743e-09, Par. = -0.000936864 0.0014779 -30.9549 -2.07339
## It. 46, RSS = 1.93554e-09, Par. = -0.000824249 0.00153876 -29.7623 -6.45079
## It. 47, RSS = 1.92904e-09, Par. = -0.000797071 0.00155608 -29.2447 -7.43403
## It. 48, RSS = 1.92673e-09, Par. = -0.00073412 0.00158587 -28.3019 -9.61737
## It. 49, RSS = 1.92522e-09, Par. = -0.000669049 0.0016161 -27.1633 -11.7252
## It. 50, RSS = 1.91839e-09, Par. = -0.000640215 0.00162964 -26.5702 -12.5532
## It. 51, RSS = 1.91602e-09, Par. = -0.000611152 0.00164188 -25.9869 -13.3761
## It. 52, RSS = 1.9138e-09, Par. = -0.000585115 0.00165263 -25.4392 -14.0769
## It. 53, RSS = 1.91354e-09, Par. = -0.000531947 0.00167383 -24.2911 -15.4519
## It. 54, RSS = 1.90685e-09, Par. = -0.000507412 0.00168415 -23.6844 -15.9705
## It. 55, RSS = 1.90434e-09, Par. = -0.000484718 0.00169285 -23.1326 -16.4466
## It. 56, RSS = 1.90407e-09, Par. = -0.000438553 0.00171004 -21.9861 -17.3658
## It. 57, RSS = 1.89671e-09, Par. = -0.000417244 0.00171846 -21.3949 -17.6712
## It. 58, RSS = 1.89392e-09, Par. = -0.000396341 0.00172602 -20.8244 -17.9752
## It. 59, RSS = 1.8911e-09, Par. = -0.000375561 0.00173344 -20.2422 -18.2424
## It. 60, RSS = 1.88821e-09, Par. = -0.000356023 0.00174036 -19.68 -18.4567
## It. 61, RSS = 1.88814e-09, Par. = -0.000316607 0.00175401 -18.5266 -18.8357
## It. 62, RSS = 1.87882e-09, Par. = -0.000298418 0.00176075 -17.9439 -18.8796
## It. 63, RSS = 1.8754e-09, Par. = -0.000280246 0.00176692 -17.3708 -18.9359
## It. 64, RSS = 1.87189e-09, Par. = -0.000262429 0.00177292 -16.7961 -18.9526
## It. 65, RSS = 1.86823e-09, Par. = -0.000245091 0.00177871 -16.2249 -18.9299
## It. 66, RSS = 1.86442e-09, Par. = -0.000227973 0.00178438 -15.6493 -18.8681
## It. 67, RSS = 1.86046e-09, Par. = -0.000211443 0.00178981 -15.0821 -18.7678
## It. 68, RSS = 1.85633e-09, Par. = -0.000194892 0.00179521 -14.5034 -18.6272
## It. 69, RSS = 1.85203e-09, Par. = -0.000179209 0.00180029 -13.9438 -18.4509
## It. 70, RSS = 1.85188e-09, Par. = -0.000148979 0.00180998 -12.8511 -18.0528
## It. 71, RSS = 1.83843e-09, Par. = -0.000133317 0.00181528 -12.2464 -17.6908
## It. 72, RSS = 1.83338e-09, Par. = -0.000119561 0.00181962 -11.72 -17.3775
## It. 73, RSS = 1.83175e-09, Par. = -9.43751e-05 0.00182759 -10.7436 -16.7522
## It. 74, RSS = 1.81952e-09, Par. = -8.16286e-05 0.00183183 -10.2209 -16.2985
## It. 75, RSS = 1.81511e-09, Par. = -7.13755e-05 0.00183505 -9.80461 -15.9409
## It. 76, RSS = 1.81264e-09, Par. = -5.12268e-05 0.0018417 -8.97883 -15.2067
## It. 77, RSS = 1.80553e-09, Par. = -3.28073e-05 0.00184885 -8.19497 -14.3827
## It. 78, RSS = 1.80021e-09, Par. = -1.56367e-05 0.00185816 -7.45229 -13.5305
## It. 79, RSS = 1.79588e-09, Par. = -2.9058e-06 0.0018891 -6.89706 -12.9298
## It. 80, RSS = 1.7915e-09, Par. = 1.1281e-06 0.00193063 -6.72573 -12.8387
## It. 81, RSS = 1.79073e-09, Par. = 2.30834e-06 0.00201115 -6.69494 -13.1158
## It. 82, RSS = 1.78991e-09, Par. = 2.62486e-06 0.00209606 -6.7011 -13.4449
## It. 83, RSS = 1.78978e-09, Par. = 2.30184e-06 0.00225129 -6.75152 -14.0895
## It. 84, RSS = 1.78812e-09, Par. = 2.4111e-06 0.00233627 -6.76119 -14.3777
## It. 85, RSS = 1.78792e-09, Par. = 2.08634e-06 0.00249357 -6.80557 -14.9647
## It. 86, RSS = 1.78671e-09, Par. = 2.14985e-06 0.00257859 -6.81481 -15.2271
## It. 87, RSS = 1.78649e-09, Par. = 1.86938e-06 0.00273716 -6.85236 -15.7608
## It. 88, RSS = 1.78584e-09, Par. = 1.66971e-06 0.0029072 -6.88401 -16.2815
## It. 89, RSS = 1.7851e-09, Par. = 1.53141e-06 0.00307728 -6.91021 -16.7647
## It. 90, RSS = 1.78445e-09, Par. = 1.41763e-06 0.0032474 -6.93327 -17.2193
## It. 91, RSS = 1.78387e-09, Par. = 1.3229e-06 0.00341754 -6.95373 -17.6485
## It. 92, RSS = 1.78337e-09, Par. = 1.23309e-06 0.00358772 -6.97248 -18.0559
## It. 93, RSS = 1.78288e-09, Par. = 1.18018e-06 0.00374115 -6.98681 -18.4019
## It. 94, RSS = 1.78255e-09, Par. = 1.09252e-06 0.00391135 -7.00334 -18.7758
## It. 0, RSS = 4.33968e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.20953e-08, Par. = -0.00170723 0.000222774 -16.1111 61.4784
## It. 2, RSS = 1.05146e-08, Par. = -0.00177928 0.000233482 -18.0429 56.6452
## It. 3, RSS = 7.75688e-09, Par. = -0.00193119 0.00029406 -18.1797 50.0899
## It. 4, RSS = 4.17711e-09, Par. = -0.0021405 0.000353815 -17.8773 46.2277
## It. 5, RSS = 2.75047e-09, Par. = -0.0022843 0.000388603 -17.6352 44.5751
## It. 6, RSS = 2.0627e-09, Par. = -0.00259928 0.000455605 -17.2757 41.5439
## It. 7, RSS = 1.56236e-09, Par. = -0.00244856 0.000522964 -19.0145 41.0976
## It. 8, RSS = 1.4811e-09, Par. = -0.00243257 0.000536009 -19.3703 40.8616
## It. 9, RSS = 1.47931e-09, Par. = -0.00240436 0.000543565 -19.6416 40.7838
## It. 10, RSS = 1.4776e-09, Par. = -0.00234888 0.000557514 -20.1684 40.6368
## It. 11, RSS = 1.47396e-09, Par. = -0.00230161 0.000570838 -20.6596 40.4609
## It. 12, RSS = 1.47128e-09, Par. = -0.0022518 0.000585783 -21.2009 40.2396
## It. 13, RSS = 1.46796e-09, Par. = -0.00220841 0.000600006 -21.7041 39.999
## It. 14, RSS = 1.46536e-09, Par. = -0.00216452 0.000615275 -22.2345 39.7163
## It. 15, RSS = 1.46248e-09, Par. = -0.00212584 0.000629817 -22.7279 39.4194
## It. 16, RSS = 1.46014e-09, Par. = -0.00208662 0.000645374 -23.2457 39.0781
## It. 17, RSS = 1.45761e-09, Par. = -0.00205176 0.000660209 -23.7276 38.7264
## It. 18, RSS = 1.45576e-09, Par. = -0.00203423 0.000668357 -23.9843 38.5182
## It. 19, RSS = 1.45439e-09, Par. = -0.00199932 0.000683984 -24.4789 38.1168
## It. 20, RSS = 1.45222e-09, Par. = -0.0019686 0.000698968 -24.939 37.7033
## It. 21, RSS = 1.45062e-09, Par. = -0.00195125 0.000708065 -25.2098 37.4378
## It. 22, RSS = 1.44942e-09, Par. = -0.00191703 0.00072553 -25.7301 36.9216
## It. 23, RSS = 1.44729e-09, Par. = -0.00188693 0.00074224 -26.2103 36.396
## It. 24, RSS = 1.44577e-09, Par. = -0.00187142 0.000751521 -26.4672 36.089
## It. 25, RSS = 1.44462e-09, Par. = -0.0018404 0.000769348 -26.9624 35.4929
## It. 26, RSS = 1.44278e-09, Par. = -0.00181276 0.000786433 -27.4189 34.8919
## It. 27, RSS = 1.44144e-09, Par. = -0.00179706 0.000796721 -27.6834 34.5148
## It. 28, RSS = 1.44042e-09, Par. = -0.00176591 0.000816493 -28.1914 33.7795
## It. 29, RSS = 1.43861e-09, Par. = -0.00173806 0.000835409 -28.6552 33.0431
## It. 30, RSS = 1.43733e-09, Par. = -0.00172329 0.000846028 -28.9034 32.6138
## It. 31, RSS = 1.43635e-09, Par. = -0.00169366 0.000866441 -29.381 31.7767
## It. 32, RSS = 1.43475e-09, Par. = -0.00166682 0.000885999 -29.815 30.9425
## It. 33, RSS = 1.43358e-09, Par. = -0.00165133 0.000897773 -30.0627 30.4238
## It. 34, RSS = 1.43269e-09, Par. = -0.00162042 0.000920408 -30.5369 29.4094
## It. 35, RSS = 1.43109e-09, Par. = -0.00159225 0.000942065 -30.9609 28.4029
## It. 36, RSS = 1.42996e-09, Par. = -0.00157675 0.00095443 -31.1865 27.8104
## It. 37, RSS = 1.42908e-09, Par. = -0.00154557 0.000978193 -31.6183 26.6511
## It. 38, RSS = 1.4276e-09, Par. = -0.0015168 0.00100095 -31.998 25.5039
## It. 39, RSS = 1.42654e-09, Par. = -0.00149957 0.0010149 -32.2111 24.7811
## It. 40, RSS = 1.4257e-09, Par. = -0.00146504 0.00104168 -32.6138 23.3645
## It. 41, RSS = 1.42415e-09, Par. = -0.00143293 0.0010673 -32.9536 21.9665
## It. 42, RSS = 1.42307e-09, Par. = -0.00141397 0.00108263 -33.1309 21.1069
## It. 43, RSS = 1.4222e-09, Par. = -0.0013758 0.00111202 -33.461 19.4202
## It. 44, RSS = 1.42062e-09, Par. = -0.00133987 0.00114014 -33.7174 17.7583
## It. 45, RSS = 1.41949e-09, Par. = -0.00131563 0.00115907 -33.8525 16.6103
## It. 46, RSS = 1.41857e-09, Par. = -0.00126702 0.00119519 -34.0836 14.3567
## It. 47, RSS = 1.41657e-09, Par. = -0.00122087 0.00122963 -34.2019 12.1433
## It. 48, RSS = 1.41512e-09, Par. = -0.0011827 0.00125737 -34.2224 10.3076
## It. 49, RSS = 1.41383e-09, Par. = -0.00110651 0.00130971 -34.1659 6.71596
## It. 50, RSS = 1.41052e-09, Par. = -0.00103323 0.00135923 -33.847 3.22071
## It. 51, RSS = 1.40773e-09, Par. = -0.000886475 0.00144988 -32.8374 -3.49696
## It. 52, RSS = 1.40549e-09, Par. = -0.000880336 0.0014609 -32.5121 -3.88418
## It. 53, RSS = 1.40446e-09, Par. = -0.000849897 0.00147693 -32.1262 -5.14539
## It. 54, RSS = 1.40337e-09, Par. = -0.00078859 0.00150822 -31.2896 -7.63505
## It. 55, RSS = 1.40277e-09, Par. = -0.000725984 0.0015395 -30.2639 -10.0491
## It. 56, RSS = 1.39918e-09, Par. = -0.000697342 0.00155379 -29.7028 -11.0634
## It. 57, RSS = 1.398e-09, Par. = -0.000671866 0.00156532 -29.2123 -11.945
## It. 58, RSS = 1.39787e-09, Par. = -0.000620244 0.00158788 -28.1867 -13.6853
## It. 59, RSS = 1.39478e-09, Par. = -0.000593496 0.00159988 -27.5734 -14.4926
## It. 60, RSS = 1.39364e-09, Par. = -0.000575583 0.0016074 -27.161 -15.0157
## It. 61, RSS = 1.39279e-09, Par. = -0.00053925 0.00162207 -26.3177 -16.0597
## It. 62, RSS = 1.39138e-09, Par. = -0.000501903 0.00163714 -25.3867 -17.0342
## It. 63, RSS = 1.38923e-09, Par. = -0.000467602 0.0016507 -24.482 -17.8366
## It. 64, RSS = 1.3876e-09, Par. = -0.000431941 0.00166442 -23.5001 -18.5847
## It. 65, RSS = 1.38519e-09, Par. = -0.00039896 0.00167693 -22.544 -19.1747
## It. 66, RSS = 1.38346e-09, Par. = -0.000364734 0.00168962 -21.5118 -19.6915
## It. 67, RSS = 1.38064e-09, Par. = -0.000333217 0.00170118 -20.515 -20.0535
## It. 68, RSS = 1.37876e-09, Par. = -0.000300665 0.00171289 -19.4478 -20.3229
## It. 69, RSS = 1.37549e-09, Par. = -0.000270732 0.00172359 -18.4224 -20.445
## It. 70, RSS = 1.3734e-09, Par. = -0.000240138 0.00173437 -17.3388 -20.4561
## It. 71, RSS = 1.3713e-09, Par. = -0.000209279 0.00174519 -16.2029 -20.3248
## It. 72, RSS = 1.36646e-09, Par. = -0.000182022 0.00175477 -15.1586 -20.0598
## It. 73, RSS = 1.36357e-09, Par. = -0.000155238 0.00176412 -14.1028 -19.6788
## It. 74, RSS = 1.36016e-09, Par. = -0.000129775 0.00177314 -13.0653 -19.1756
## It. 75, RSS = 1.35603e-09, Par. = -0.000106488 0.00178163 -12.0873 -18.5814
## It. 76, RSS = 1.35471e-09, Par. = -8.28042e-05 0.00179094 -11.0674 -17.8537
## It. 77, RSS = 1.34583e-09, Par. = -7.16975e-05 0.00179561 -10.5687 -17.4
## It. 78, RSS = 1.34481e-09, Par. = -6.75985e-05 0.00179729 -10.3859 -17.2311
## It. 79, RSS = 1.34402e-09, Par. = -5.94301e-05 0.001801 -10.0219 -16.9133
## It. 80, RSS = 1.34337e-09, Par. = -5.4635e-05 0.0018034 -9.80439 -16.7061
## It. 81, RSS = 1.34293e-09, Par. = -4.52957e-05 0.00181035 -9.3828 -16.3211
## It. 82, RSS = 1.3424e-09, Par. = -3.74343e-05 0.00182561 -9.02633 -16.0208
## It. 83, RSS = 1.34189e-09, Par. = -3.38424e-05 0.00184553 -8.86738 -15.9476
## It. 84, RSS = 1.34165e-09, Par. = -3.24375e-05 0.001884 -8.8198 -16.1094
## It. 85, RSS = 1.34137e-09, Par. = -3.23151e-05 0.00195752 -8.84742 -16.5492
## It. 86, RSS = 1.34099e-09, Par. = -3.24595e-05 0.00203436 -8.88584 -17.0006
## It. 87, RSS = 1.34062e-09, Par. = -3.26149e-05 0.00210487 -8.92006 -17.3998
## It. 88, RSS = 1.34034e-09, Par. = -3.27037e-05 0.00216157 -8.94449 -17.7077
## It. 89, RSS = 1.3402e-09, Par. = -3.32105e-05 0.00226843 -9.00629 -18.3037
## It. 90, RSS = 1.33986e-09, Par. = -3.35926e-05 0.00238189 -9.05991 -18.8899
## It. 91, RSS = 1.33947e-09, Par. = -3.38821e-05 0.00249541 -9.10591 -19.4421
## It. 92, RSS = 1.33906e-09, Par. = -3.40668e-05 0.00259784 -9.14118 -19.9117
## It. 93, RSS = 1.33882e-09, Par. = -3.43135e-05 0.00271144 -9.18073 -20.4195
## It. 94, RSS = 1.3385e-09, Par. = -3.44782e-05 0.00281483 -9.21156 -20.8556
## It. 95, RSS = 1.33829e-09, Par. = -3.46891e-05 0.00292849 -9.24561 -21.3231
## It. 96, RSS = 1.33802e-09, Par. = -3.48347e-05 0.00303272 -9.27268 -21.7297
## It. 0, RSS = 4.42068e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.06779e-08, Par. = -0.00176893 0.000223386 -17.0597 64.3753
## It. 2, RSS = 1.035e-08, Par. = -0.00184576 0.000236723 -19.0223 59.367
## It. 3, RSS = 7.85812e-09, Par. = -0.00200543 0.000299983 -19.1719 52.3966
## It. 4, RSS = 4.20293e-09, Par. = -0.00222516 0.000362536 -18.8431 48.331
## It. 5, RSS = 2.8871e-09, Par. = -0.00235611 0.00039467 -18.6081 46.8237
## It. 6, RSS = 2.13019e-09, Par. = -0.00264522 0.000456113 -18.2739 43.9498
## It. 7, RSS = 1.64383e-09, Par. = -0.00260503 0.000522658 -19.5603 43.0503
## It. 8, RSS = 1.63212e-09, Par. = -0.00257986 0.000534407 -19.866 42.9204
## It. 9, RSS = 1.6307e-09, Par. = -0.00250589 0.000551404 -20.5265 42.7906
## It. 10, RSS = 1.62381e-09, Par. = -0.00247157 0.000560727 -20.8813 42.6816
## It. 11, RSS = 1.62244e-09, Par. = -0.00240377 0.000578376 -21.5561 42.4821
## It. 12, RSS = 1.61601e-09, Par. = -0.00237361 0.000587886 -21.9054 42.3362
## It. 13, RSS = 1.61448e-09, Par. = -0.00231351 0.000605941 -22.5713 42.0658
## It. 14, RSS = 1.60989e-09, Par. = -0.00225708 0.000625133 -23.2584 41.7231
## It. 15, RSS = 1.60477e-09, Par. = -0.0022087 0.000643285 -23.8889 41.3562
## It. 16, RSS = 1.60122e-09, Par. = -0.00215955 0.000662926 -24.5558 40.923
## It. 17, RSS = 1.59689e-09, Par. = -0.00211691 0.000681513 -25.1684 40.472
## It. 18, RSS = 1.5937e-09, Par. = -0.00207347 0.00070153 -25.8124 39.9514
## It. 19, RSS = 1.58999e-09, Par. = -0.0020353 0.000720506 -26.404 39.4189
## It. 20, RSS = 1.58712e-09, Par. = -0.00199628 0.000740848 -27.022 38.8143
## It. 21, RSS = 1.58391e-09, Par. = -0.00196157 0.000760166 -27.5896 38.2032
## It. 22, RSS = 1.58164e-09, Par. = -0.00194528 0.000770083 -27.8687 37.8703
## It. 23, RSS = 1.57996e-09, Par. = -0.00191217 0.000789131 -28.4089 37.2256
## It. 24, RSS = 1.57745e-09, Par. = -0.00188271 0.00080738 -28.9063 36.5738
## It. 25, RSS = 1.57557e-09, Par. = -0.00186437 0.000819378 -29.2209 36.1269
## It. 26, RSS = 1.57418e-09, Par. = -0.00182818 0.000842436 -29.8231 35.2515
## It. 27, RSS = 1.57139e-09, Par. = -0.00179617 0.000864405 -30.367 34.3727
## It. 28, RSS = 1.56948e-09, Par. = -0.00178039 0.000875981 -30.6375 33.8895
## It. 29, RSS = 1.56803e-09, Par. = -0.00174831 0.000898226 -31.1602 32.9472
## It. 30, RSS = 1.56581e-09, Par. = -0.00171924 0.000919517 -31.6325 32.0068
## It. 31, RSS = 1.56416e-09, Par. = -0.00170102 0.00093336 -31.9228 31.3741
## It. 32, RSS = 1.56291e-09, Par. = -0.00166476 0.000959962 -32.4752 30.1332
## It. 33, RSS = 1.56043e-09, Par. = -0.00163188 0.000985304 -32.9601 28.9007
## It. 34, RSS = 1.55875e-09, Par. = -0.00161472 0.000999064 -33.2011 28.2084
## It. 35, RSS = 1.55742e-09, Par. = -0.0015798 0.00102548 -33.6629 26.8511
## It. 36, RSS = 1.55531e-09, Par. = -0.00154747 0.00105076 -34.0618 25.506
## It. 37, RSS = 1.55376e-09, Par. = -0.00152637 0.00106747 -34.2994 24.5889
## It. 38, RSS = 1.55255e-09, Par. = -0.0014841 0.00109954 -34.7412 22.7853
## It. 39, RSS = 1.55004e-09, Par. = -0.00144474 0.00113008 -35.0933 21.0037
## It. 40, RSS = 1.54836e-09, Par. = -0.00142187 0.00114796 -35.2603 19.9281
## It. 41, RSS = 1.54696e-09, Par. = -0.00137535 0.00118215 -35.5646 17.8094
## It. 42, RSS = 1.54448e-09, Par. = -0.00133121 0.00121479 -35.7662 15.7174
## It. 43, RSS = 1.54259e-09, Par. = -0.00129606 0.00124023 -35.8601 14.0338
## It. 44, RSS = 1.54106e-09, Par. = -0.00122545 0.00128859 -35.9655 10.7144
## It. 45, RSS = 1.53681e-09, Par. = -0.00115766 0.00133437 -35.8483 7.45107
## It. 46, RSS = 1.53452e-09, Par. = -0.00102092 0.00141921 -35.2872 1.06726
## It. 47, RSS = 1.53015e-09, Par. = -0.000970655 0.00145284 -34.6382 -1.35488
## It. 48, RSS = 1.52606e-09, Par. = -0.000912094 0.00148349 -33.9735 -3.85768
## It. 49, RSS = 1.52389e-09, Par. = -0.000867709 0.00150583 -33.3655 -5.69884
## It. 50, RSS = 1.52369e-09, Par. = -0.000775423 0.00154884 -32.0203 -9.39094
## It. 51, RSS = 1.51778e-09, Par. = -0.000733525 0.00156903 -31.1833 -10.9193
## It. 52, RSS = 1.51518e-09, Par. = -0.000708994 0.00157951 -30.6985 -11.7669
## It. 53, RSS = 1.51351e-09, Par. = -0.000658322 0.00159973 -29.6938 -13.4977
## It. 54, RSS = 1.51088e-09, Par. = -0.000610299 0.0016187 -28.6321 -15.0108
## It. 55, RSS = 1.50847e-09, Par. = -0.000559355 0.00163795 -27.4276 -16.4887
## It. 56, RSS = 1.50448e-09, Par. = -0.000513215 0.00165489 -26.2469 -17.6801
## It. 57, RSS = 1.50216e-09, Par. = -0.000463932 0.00167223 -24.9141 -18.8117
## It. 58, RSS = 1.4969e-09, Par. = -0.000420004 0.00168738 -23.6376 -19.6448
## It. 59, RSS = 1.49484e-09, Par. = -0.000372869 0.00170302 -22.2009 -20.379
## It. 60, RSS = 1.4834e-09, Par. = -0.000352516 0.00171009 -21.5204 -20.5528
## It. 61, RSS = 1.48062e-09, Par. = -0.000335493 0.00171543 -20.9614 -20.7122
## It. 62, RSS = 1.47928e-09, Par. = -0.000300776 0.00172603 -19.8079 -21
## It. 63, RSS = 1.47381e-09, Par. = -0.000268347 0.00173613 -18.6641 -21.0896
## It. 64, RSS = 1.46956e-09, Par. = -0.000233965 0.00174659 -17.4096 -21.0438
## It. 65, RSS = 1.46103e-09, Par. = -0.000203607 0.00175578 -16.2499 -20.8273
## It. 66, RSS = 1.45592e-09, Par. = -0.000171573 0.00176519 -14.989 -20.4529
## It. 67, RSS = 1.4453e-09, Par. = -0.000143402 0.00177342 -13.8314 -19.9299
## It. 68, RSS = 1.43881e-09, Par. = -0.000114127 0.00178172 -12.595 -19.2295
## It. 69, RSS = 1.4262e-09, Par. = -8.82407e-05 0.00178899 -11.458 -18.4038
## It. 70, RSS = 1.4173e-09, Par. = -6.2366e-05 0.00179607 -10.2917 -17.4115
## It. 71, RSS = 1.40371e-09, Par. = -3.92757e-05 0.00180268 -9.21495 -16.3242
## It. 72, RSS = 1.38953e-09, Par. = -1.95166e-05 0.00180857 -8.26957 -15.2341
## It. 73, RSS = 1.38121e-09, Par. = -9.33551e-08 0.00181499 -7.32045 -14.0274
## It. 74, RSS = 1.37353e-09, Par. = 1.76443e-05 0.00182422 -6.42994 -12.7683
## It. 75, RSS = 1.36282e-09, Par. = 2.67131e-05 0.0018667 -5.972 -12.1775
## It. 76, RSS = 1.35995e-09, Par. = 2.90566e-05 0.00196551 -5.87184 -12.3515
## It. 77, RSS = 1.35859e-09, Par. = 2.98121e-05 0.00204792 -5.84641 -12.5734
## It. 78, RSS = 1.35835e-09, Par. = 2.9796e-05 0.00219972 -5.87257 -13.107
## It. 79, RSS = 1.35703e-09, Par. = 2.9925e-05 0.00228213 -5.87587 -13.344
## It. 80, RSS = 1.35674e-09, Par. = 2.97419e-05 0.00243497 -5.90613 -13.8396
## It. 81, RSS = 1.35606e-09, Par. = 2.95967e-05 0.00259979 -5.93233 -14.324
## It. 82, RSS = 1.3553e-09, Par. = 2.94943e-05 0.00276464 -5.95392 -14.771
## It. 83, RSS = 1.35464e-09, Par. = 2.94103e-05 0.00292951 -5.97277 -15.1895
## It. 84, RSS = 1.35407e-09, Par. = 2.9336e-05 0.00309441 -5.9896 -15.5833
## It. 85, RSS = 1.35357e-09, Par. = 2.92686e-05 0.00325933 -6.0048 -15.9553
## It. 86, RSS = 1.35313e-09, Par. = 2.92068e-05 0.00342426 -6.01861 -16.3078
## It. 87, RSS = 1.35272e-09, Par. = 2.9168e-05 0.00357275 -6.0292 -16.6068
## It. 88, RSS = 1.35243e-09, Par. = 2.91771e-05 0.00366845 -6.03363 -16.7854
## It. 89, RSS = 1.35225e-09, Par. = 2.9075e-05 0.00384965 -6.04876 -17.1401
## It. 90, RSS = 1.35194e-09, Par. = 2.89997e-05 0.00404104 -6.06166 -17.4867
## It. 91, RSS = 1.35159e-09, Par. = 2.89586e-05 0.00421375 -6.07103 -17.7793
## It. 92, RSS = 1.35135e-09, Par. = 2.89042e-05 0.00440517 -6.08143 -18.094
## It. 93, RSS = 1.35108e-09, Par. = 2.88708e-05 0.00457945 -6.08934 -18.3637
## It. 94, RSS = 1.35088e-09, Par. = 2.88778e-05 0.00468619 -6.09231 -18.5171
## It. 95, RSS = 1.35075e-09, Par. = 2.88078e-05 0.00488984 -6.10279 -18.8235
## It. 96, RSS = 1.35054e-09, Par. = 2.87556e-05 0.00510332 -6.1118 -19.1235
## It. 0, RSS = 4.46391e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.07697e-08, Par. = -0.00176582 0.000218576 -16.6141 64.2379
## It. 2, RSS = 9.84677e-09, Par. = -0.00183825 0.000230491 -18.7781 59.3767
## It. 3, RSS = 7.50312e-09, Par. = -0.00199117 0.000293734 -18.9561 52.2385
## It. 4, RSS = 3.93584e-09, Par. = -0.00220613 0.000356238 -18.6418 48.1153
## It. 5, RSS = 2.87717e-09, Par. = -0.00229754 0.000380181 -18.4534 47.0468
## It. 6, RSS = 2.15703e-09, Par. = -0.00250679 0.000424943 -18.2166 44.8047
## It. 7, RSS = 1.76289e-09, Par. = -0.00242912 0.000518259 -20.4088 43.5042
## It. 8, RSS = 1.7423e-09, Par. = -0.00241408 0.000537484 -20.8194 43.1987
## It. 9, RSS = 1.74109e-09, Par. = -0.00240044 0.000542168 -20.9809 43.1429
## It. 10, RSS = 1.73906e-09, Par. = -0.00236916 0.000550434 -21.3106 43.0574
## It. 11, RSS = 1.73744e-09, Par. = -0.00231117 0.000566254 -21.9423 42.8752
## It. 12, RSS = 1.73345e-09, Par. = -0.00225677 0.000583067 -22.5953 42.6321
## It. 13, RSS = 1.72913e-09, Par. = -0.00220999 0.00059901 -23.1982 42.3638
## It. 14, RSS = 1.72598e-09, Par. = -0.00216271 0.000616218 -23.8362 42.0426
## It. 15, RSS = 1.72228e-09, Par. = -0.00212164 0.000632538 -24.4259 41.7016
## It. 16, RSS = 1.71946e-09, Par. = -0.00208001 0.00065008 -25.0466 41.3046
## It. 17, RSS = 1.71626e-09, Par. = -0.00204346 0.000666741 -25.6207 40.8933
## It. 18, RSS = 1.71372e-09, Par. = -0.00200629 0.000684578 -26.2218 40.4234
## It. 19, RSS = 1.71093e-09, Par. = -0.0019733 0.000701543 -26.7778 39.9438
## It. 20, RSS = 1.70894e-09, Par. = -0.00195709 0.00071066 -27.0661 39.6681
## It. 21, RSS = 1.70744e-09, Par. = -0.00192444 0.000728176 -27.6232 39.1346
## It. 22, RSS = 1.70512e-09, Par. = -0.00189567 0.000744943 -28.1383 38.5904
## It. 23, RSS = 1.70341e-09, Par. = -0.00187875 0.000755462 -28.4505 38.2315
## It. 24, RSS = 1.70212e-09, Par. = -0.00184528 0.000775684 -29.0502 37.5303
## It. 25, RSS = 1.69973e-09, Par. = -0.00181583 0.000794967 -29.5979 36.8214
## It. 26, RSS = 1.69806e-09, Par. = -0.00180084 0.000805499 -29.8836 36.4155
## It. 27, RSS = 1.69679e-09, Par. = -0.00177057 0.000825751 -30.4353 35.6246
## It. 28, RSS = 1.69478e-09, Par. = -0.00174343 0.000845113 -30.9387 34.8316
## It. 29, RSS = 1.69331e-09, Par. = -0.00172736 0.000857144 -31.2372 34.3195
## It. 30, RSS = 1.69219e-09, Par. = -0.00169532 0.000880276 -31.8092 33.3169
## It. 31, RSS = 1.69011e-09, Par. = -0.00166649 0.000902325 -32.3223 32.3171
## It. 32, RSS = 1.68867e-09, Par. = -0.00165121 0.00091457 -32.5896 31.7408
## It. 33, RSS = 1.68755e-09, Par. = -0.00162028 0.000938111 -33.1037 30.613
## It. 34, RSS = 1.68573e-09, Par. = -0.00159195 0.000960603 -33.5607 29.4927
## It. 35, RSS = 1.68442e-09, Par. = -0.00157472 0.000974643 -33.8258 28.7701
## It. 36, RSS = 1.68339e-09, Par. = -0.00154016 0.00100162 -34.3292 27.3514
## It. 37, RSS = 1.68146e-09, Par. = -0.00150828 0.00102733 -34.7614 25.9467
## It. 38, RSS = 1.68012e-09, Par. = -0.00149034 0.00104208 -34.9827 25.1146
## It. 39, RSS = 1.67905e-09, Par. = -0.00145396 0.00107038 -35.4015 23.4789
## It. 40, RSS = 1.67722e-09, Par. = -0.00141984 0.0010974 -35.7445 21.8616
## It. 41, RSS = 1.6759e-09, Par. = -0.00139741 0.00111513 -35.9347 20.7665
## It. 42, RSS = 1.67484e-09, Par. = -0.00135225 0.0011491 -36.2774 18.6092
## It. 43, RSS = 1.67262e-09, Par. = -0.00130945 0.0011814 -36.5108 16.4804
## It. 44, RSS = 1.6711e-09, Par. = -0.0012804 0.00120295 -36.6075 15.0127
## It. 45, RSS = 1.66978e-09, Par. = -0.0012215 0.00124397 -36.7458 12.1155
## It. 46, RSS = 1.66694e-09, Par. = -0.00116468 0.00128293 -36.7117 9.25898
## It. 47, RSS = 1.66593e-09, Par. = -0.00105048 0.00135555 -36.3908 3.65785
## It. 48, RSS = 1.66121e-09, Par. = -0.000996283 0.00139066 -35.8539 0.929241
## It. 49, RSS = 1.65737e-09, Par. = -0.000876613 0.00145451 -34.6847 -4.55402
## It. 50, RSS = 1.65511e-09, Par. = -0.000857176 0.00146782 -34.2401 -5.43595
## It. 51, RSS = 1.65324e-09, Par. = -0.000809183 0.0014897 -33.5251 -7.43732
## It. 52, RSS = 1.65179e-09, Par. = -0.000781826 0.00150214 -33.0463 -8.53489
## It. 53, RSS = 1.65032e-09, Par. = -0.000725025 0.00152609 -32.0484 -10.7603
## It. 54, RSS = 1.649e-09, Par. = -0.00066578 0.00155045 -30.8544 -12.9388
## It. 55, RSS = 1.64607e-09, Par. = -0.000612657 0.00157131 -29.6619 -14.734
## It. 56, RSS = 1.64464e-09, Par. = -0.000555803 0.00159238 -28.2893 -16.5013
## It. 57, RSS = 1.6381e-09, Par. = -0.000530688 0.00160186 -27.6009 -17.1613
## It. 58, RSS = 1.63635e-09, Par. = -0.000510028 0.00160892 -27.0451 -17.7024
## It. 59, RSS = 1.63557e-09, Par. = -0.000467646 0.00162289 -25.8869 -18.776
## It. 60, RSS = 1.63141e-09, Par. = -0.000447981 0.00162972 -25.2906 -19.1732
## It. 61, RSS = 1.63101e-09, Par. = -0.000406902 0.00164269 -24.0705 -20.0224
## It. 62, RSS = 1.62569e-09, Par. = -0.00038795 0.00164905 -23.4495 -20.2986
## It. 63, RSS = 1.62358e-09, Par. = -0.000368385 0.00165507 -22.818 -20.591
## It. 64, RSS = 1.62147e-09, Par. = -0.00035063 0.0016605 -22.2297 -20.8201
## It. 65, RSS = 1.62113e-09, Par. = -0.000314403 0.00167131 -21.0117 -21.2393
## It. 66, RSS = 1.61466e-09, Par. = -0.000297736 0.00167664 -20.4018 -21.307
## It. 67, RSS = 1.61211e-09, Par. = -0.000280105 0.00168182 -19.7659 -21.3924
## It. 68, RSS = 1.60954e-09, Par. = -0.000264531 0.00168637 -19.1906 -21.4279
## It. 69, RSS = 1.60885e-09, Par. = -0.000232977 0.00169541 -18.0113 -21.454
## It. 70, RSS = 1.60137e-09, Par. = -0.000218461 0.00169987 -17.4274 -21.3362
## It. 71, RSS = 1.60078e-09, Par. = -0.00018852 0.00170826 -16.2442 -21.1446
## It. 72, RSS = 1.59192e-09, Par. = -0.000174758 0.0017124 -15.6606 -20.9163
## It. 73, RSS = 1.59137e-09, Par. = -0.000146596 0.00172014 -14.4876 -20.5076
## It. 74, RSS = 1.58106e-09, Par. = -0.000133616 0.00172395 -13.9092 -20.1696
## It. 75, RSS = 1.58039e-09, Par. = -0.00010744 0.00173099 -12.7635 -19.552
## It. 76, RSS = 1.56873e-09, Par. = -9.52551e-05 0.00173448 -12.195 -19.1076
## It. 77, RSS = 1.56769e-09, Par. = -7.13453e-05 0.00174077 -11.0989 -18.3018
## It. 78, RSS = 1.55509e-09, Par. = -5.97903e-05 0.00174413 -10.5369 -17.7522
## It. 79, RSS = 1.55294e-09, Par. = -3.90107e-05 0.00174994 -9.54223 -16.8208
## It. 80, RSS = 1.54679e-09, Par. = -1.80315e-05 0.00175637 -8.49598 -15.6567
## It. 81, RSS = 1.53779e-09, Par. = 1.23645e-06 0.00176312 -7.51065 -14.4089
## It. 82, RSS = 1.53183e-09, Par. = 1.88653e-05 0.00177414 -6.58893 -13.1265
## It. 83, RSS = 1.52058e-09, Par. = 2.68031e-05 0.00181756 -6.17164 -12.6112
## It. 84, RSS = 1.51852e-09, Par. = 2.90456e-05 0.00191457 -6.07348 -12.8096
## It. 85, RSS = 1.51726e-09, Par. = 2.98074e-05 0.00200284 -6.04821 -13.071
## It. 86, RSS = 1.51661e-09, Par. = 3.00737e-05 0.0020828 -6.04727 -13.3358
## It. 87, RSS = 1.51638e-09, Par. = 2.99321e-05 0.00222994 -6.07919 -13.8733
## It. 88, RSS = 1.51535e-09, Par. = 3.00231e-05 0.00230992 -6.08401 -14.1119
## It. 89, RSS = 1.5151e-09, Par. = 2.98559e-05 0.00245867 -6.1132 -14.6033
## It. 90, RSS = 1.51451e-09, Par. = 2.97373e-05 0.00261863 -6.13776 -15.0822
## It. 91, RSS = 1.51386e-09, Par. = 2.96621e-05 0.00277863 -6.1577 -15.5247
## It. 92, RSS = 1.5133e-09, Par. = 2.96039e-05 0.00293864 -6.17501 -15.9394
## It. 93, RSS = 1.51281e-09, Par. = 2.9554e-05 0.00309868 -6.19044 -16.3304
## It. 94, RSS = 1.51237e-09, Par. = 2.95086e-05 0.00325873 -6.20439 -16.7002
## It. 95, RSS = 1.51199e-09, Par. = 2.94668e-05 0.0034188 -6.21709 -17.0512
## It. 96, RSS = 1.51163e-09, Par. = 2.94446e-05 0.00356338 -6.22678 -17.3501
## It. 0, RSS = 4.42951e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.10028e-08, Par. = -0.00186341 0.000216493 -17.1072 67.8184
## It. 2, RSS = 9.57591e-09, Par. = -0.00193503 0.00022892 -19.6842 62.8929
## It. 3, RSS = 7.49324e-09, Par. = -0.00208993 0.00029652 -19.911 54.9725
## It. 4, RSS = 3.69099e-09, Par. = -0.00231427 0.00036333 -19.5831 50.4917
## It. 5, RSS = 2.54196e-09, Par. = -0.00242664 0.000392446 -19.3665 49.1369
## It. 6, RSS = 2.08352e-09, Par. = -0.00267752 0.000447823 -19.1182 46.4194
## It. 7, RSS = 1.78478e-09, Par. = -0.00257121 0.000505521 -20.6603 45.8891
## It. 8, RSS = 1.76767e-09, Par. = -0.00254559 0.000517009 -21.0272 45.7124
## It. 9, RSS = 1.76511e-09, Par. = -0.00250642 0.000525764 -21.3921 45.6265
## It. 10, RSS = 1.76417e-09, Par. = -0.00243138 0.000542103 -22.0959 45.4545
## It. 11, RSS = 1.7575e-09, Par. = -0.0023981 0.000550906 -22.4603 45.3193
## It. 12, RSS = 1.75634e-09, Par. = -0.00233175 0.000567651 -23.156 45.0706
## It. 13, RSS = 1.75081e-09, Par. = -0.00230532 0.00057577 -23.4792 44.9126
## It. 14, RSS = 1.74896e-09, Par. = -0.00225146 0.000591265 -24.1004 44.6222
## It. 15, RSS = 1.74493e-09, Par. = -0.00220533 0.000606114 -24.6793 44.2999
## It. 16, RSS = 1.74191e-09, Par. = -0.00215711 0.000622589 -25.3081 43.9113
## It. 17, RSS = 1.73826e-09, Par. = -0.00211472 0.000638322 -25.8925 43.5033
## It. 18, RSS = 1.73534e-09, Par. = -0.00207185 0.000655128 -26.5032 43.036
## It. 19, RSS = 1.73215e-09, Par. = -0.0020337 0.00067119 -27.0708 42.5549
## It. 20, RSS = 1.72985e-09, Par. = -0.00201568 0.000679546 -27.3555 42.2859
## It. 21, RSS = 1.72812e-09, Par. = -0.00197923 0.000695629 -27.9075 41.7658
## It. 22, RSS = 1.72553e-09, Par. = -0.00194693 0.000711113 -28.4216 41.2312
## It. 23, RSS = 1.72359e-09, Par. = -0.00192763 0.000721008 -28.7393 40.8718
## It. 24, RSS = 1.72212e-09, Par. = -0.00188954 0.000740078 -29.351 40.1677
## It. 25, RSS = 1.71933e-09, Par. = -0.00185601 0.000758361 -29.913 39.4504
## It. 26, RSS = 1.71739e-09, Par. = -0.00183967 0.000768021 -30.1964 39.0523
## It. 27, RSS = 1.7159e-09, Par. = -0.00180654 0.00078663 -30.7458 38.2769
## It. 28, RSS = 1.71363e-09, Par. = -0.00177681 0.000804528 -31.2512 37.4948
## It. 29, RSS = 1.71195e-09, Par. = -0.00175892 0.000815885 -31.5581 36.9795
## It. 30, RSS = 1.71065e-09, Par. = -0.00172336 0.000837776 -32.1474 35.9681
## It. 31, RSS = 1.70821e-09, Par. = -0.0016915 0.000858751 -32.6799 34.954
## It. 32, RSS = 1.70651e-09, Par. = -0.00167539 0.000870019 -32.9484 34.3888
## It. 33, RSS = 1.70518e-09, Par. = -0.00164265 0.000891724 -33.4675 33.2821
## It. 34, RSS = 1.70312e-09, Par. = -0.00161276 0.000912588 -33.9344 32.1778
## It. 35, RSS = 1.7016e-09, Par. = -0.00159437 0.000925884 -34.2127 31.4521
## It. 36, RSS = 1.70041e-09, Par. = -0.0015576 0.000951501 -34.743 30.0247
## It. 37, RSS = 1.69812e-09, Par. = -0.00152396 0.000976042 -35.2047 28.6061
## It. 38, RSS = 1.69656e-09, Par. = -0.00150601 0.000989619 -35.4345 27.7976
## It. 39, RSS = 1.69529e-09, Par. = -0.00146949 0.00101573 -35.8738 26.2073
## It. 40, RSS = 1.69324e-09, Par. = -0.00143548 0.00104083 -36.2449 24.63
## It. 41, RSS = 1.69173e-09, Par. = -0.0014132 0.00105748 -36.4596 23.5541
## It. 42, RSS = 1.69051e-09, Par. = -0.00136843 0.00108949 -36.8536 21.432
## It. 43, RSS = 1.68799e-09, Par. = -0.00132651 0.00112013 -37.1469 19.3335
## It. 44, RSS = 1.68629e-09, Par. = -0.00130071 0.00113908 -37.278 18.0005
## It. 45, RSS = 1.68481e-09, Par. = -0.00124824 0.00117532 -37.501 15.3661
## It. 46, RSS = 1.682e-09, Par. = -0.00119827 0.00121007 -37.5902 12.764
## It. 47, RSS = 1.6797e-09, Par. = -0.00115039 0.00124232 -37.5693 10.269
## It. 48, RSS = 1.67766e-09, Par. = -0.00105442 0.00130346 -37.3533 5.34636
## It. 49, RSS = 1.67179e-09, Par. = -0.00096162 0.00136149 -36.692 0.534419
## It. 50, RSS = 1.66939e-09, Par. = -0.000879896 0.00140894 -35.7686 -3.50964
## It. 51, RSS = 1.66731e-09, Par. = -0.000793348 0.00145468 -34.5294 -7.54056
## It. 52, RSS = 1.66551e-09, Par. = -0.000715478 0.00149327 -33.1224 -10.9176
## It. 53, RSS = 1.65733e-09, Par. = -0.000677939 0.00151148 -32.2927 -12.388
## It. 54, RSS = 1.65503e-09, Par. = -0.000654209 0.00152185 -31.7672 -13.2808
## It. 55, RSS = 1.65341e-09, Par. = -0.000605111 0.00154204 -30.6702 -15.0982
## It. 56, RSS = 1.65062e-09, Par. = -0.000558934 0.00156092 -29.5183 -16.6615
## It. 57, RSS = 1.64815e-09, Par. = -0.000509792 0.00158016 -28.2081 -18.1809
## It. 58, RSS = 1.64376e-09, Par. = -0.000465675 0.00159699 -26.9337 -19.3766
## It. 59, RSS = 1.64136e-09, Par. = -0.000418326 0.00161426 -25.4894 -20.5011
## It. 60, RSS = 1.63543e-09, Par. = -0.000376552 0.00162922 -24.1191 -21.2923
## It. 61, RSS = 1.63064e-09, Par. = -0.000335821 0.00164325 -22.716 -21.8957
## It. 62, RSS = 1.62545e-09, Par. = -0.000296361 0.00165649 -21.2827 -22.2879
## It. 63, RSS = 1.61958e-09, Par. = -0.000258209 0.00166897 -19.8261 -22.4629
## It. 64, RSS = 1.61291e-09, Par. = -0.000221419 0.00168069 -18.3531 -22.4152
## It. 65, RSS = 1.60527e-09, Par. = -0.000186041 0.00169167 -16.871 -22.1405
## It. 66, RSS = 1.59646e-09, Par. = -0.000152121 0.00170191 -15.3872 -21.6361
## It. 67, RSS = 1.58625e-09, Par. = -0.000119702 0.00171139 -13.9093 -20.9007
## It. 68, RSS = 1.57437e-09, Par. = -8.88254e-05 0.00172012 -12.4452 -19.9348
## It. 69, RSS = 1.56056e-09, Par. = -5.95263e-05 0.00172809 -11.0026 -18.7409
## It. 70, RSS = 1.55264e-09, Par. = -2.95521e-05 0.00173595 -9.47395 -17.2166
## It. 71, RSS = 1.50851e-09, Par. = -1.77086e-05 0.00173927 -8.83407 -16.3663
## It. 72, RSS = 1.49877e-09, Par. = -6.85821e-06 0.001742 -8.26227 -15.6604
## It. 73, RSS = 1.49491e-09, Par. = 1.38142e-05 0.00174738 -7.15128 -14.2159
## It. 74, RSS = 1.46911e-09, Par. = 2.34413e-05 0.00175008 -6.60039 -13.3199
## It. 75, RSS = 1.46024e-09, Par. = 3.18411e-05 0.00175235 -6.13276 -12.5819
## It. 76, RSS = 1.45845e-09, Par. = 4.78261e-05 0.00175896 -5.22646 -11.1044
## It. 77, RSS = 1.44182e-09, Par. = 5.46319e-05 0.00176544 -4.81697 -10.3061
## It. 78, RSS = 1.4401e-09, Par. = 5.78641e-05 0.00181618 -4.63758 -10.1147
## It. 79, RSS = 1.43907e-09, Par. = 5.88787e-05 0.00191459 -4.58954 -10.2965
## It. 80, RSS = 1.43803e-09, Par. = 5.92415e-05 0.00201787 -4.57873 -10.5437
## It. 81, RSS = 1.43721e-09, Par. = 5.93823e-05 0.00211201 -4.57906 -10.776
## It. 82, RSS = 1.43673e-09, Par. = 5.93046e-05 0.00228284 -4.59903 -11.2277
## It. 83, RSS = 1.43577e-09, Par. = 5.92422e-05 0.00247111 -4.61621 -11.671
## It. 84, RSS = 1.43469e-09, Par. = 5.92083e-05 0.00265942 -4.62955 -12.0724
## It. 85, RSS = 1.4338e-09, Par. = 5.91841e-05 0.00284775 -4.64085 -12.4436
## It. 86, RSS = 1.43304e-09, Par. = 5.91633e-05 0.00303609 -4.65071 -12.7891
## It. 87, RSS = 1.4324e-09, Par. = 5.91441e-05 0.00322445 -4.65949 -13.1125
## It. 88, RSS = 1.43184e-09, Par. = 5.91257e-05 0.00341281 -4.66738 -13.4164
## It. 89, RSS = 1.43135e-09, Par. = 5.91082e-05 0.00360118 -4.67451 -13.703
## It. 90, RSS = 1.43092e-09, Par. = 5.90913e-05 0.00378956 -4.681 -13.9743
## It. 91, RSS = 1.43054e-09, Par. = 5.90753e-05 0.00397795 -4.68693 -14.2316
## It. 92, RSS = 1.43019e-09, Par. = 5.90674e-05 0.00414812 -4.69143 -14.451
## It. 93, RSS = 1.43019e-09, Par. = 5.90028e-05 0.00446004 -4.70257 -14.8518
## It. 94, RSS = 1.42946e-09, Par. = 5.9017e-05 0.00463023 -4.70448 -15.0332
## It. 95, RSS = 1.4294e-09, Par. = 5.89714e-05 0.00494638 -4.71314 -15.3934
## It. 96, RSS = 1.42887e-09, Par. = 5.89852e-05 0.00511658 -4.71458 -15.5567
## It. 0, RSS = 4.48013e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.00667e-08, Par. = -0.00195413 0.00021595 -17.9512 71.4258
## It. 2, RSS = 8.319e-09, Par. = -0.00199544 0.000213657 -19.7826 68.5725
## It. 3, RSS = 6.90823e-09, Par. = -0.00208486 0.000253349 -20.5217 63.2782
## It. 4, RSS = 5.29764e-09, Par. = -0.0021595 0.000283899 -20.535 60.2714
## It. 5, RSS = 4.35054e-09, Par. = -0.00234668 0.000341379 -20.6072 54.8025
## It. 6, RSS = 2.41609e-09, Par. = -0.00256873 0.000399957 -20.3059 51.382
## It. 7, RSS = 2.24246e-09, Par. = -0.00256821 0.000524499 -23.0554 48.7904
## It. 8, RSS = 1.58884e-09, Par. = -0.00243057 0.000577273 -24.6985 48.2181
## It. 9, RSS = 1.52965e-09, Par. = -0.00241409 0.000587782 -25.0699 47.9757
## It. 10, RSS = 1.52818e-09, Par. = -0.00235672 0.000605708 -25.8102 47.6911
## It. 11, RSS = 1.52421e-09, Par. = -0.00230124 0.000624768 -26.5881 47.3314
## It. 12, RSS = 1.51945e-09, Par. = -0.00225358 0.000642824 -27.3044 46.9431
## It. 13, RSS = 1.51611e-09, Par. = -0.00220535 0.000662296 -28.0602 46.4846
## It. 14, RSS = 1.51206e-09, Par. = -0.00216342 0.000680754 -28.7566 46.0048
## It. 15, RSS = 1.50905e-09, Par. = -0.00212083 0.000700573 -29.4871 45.4512
## It. 16, RSS = 1.50557e-09, Par. = -0.00208334 0.000719386 -30.1602 44.883
## It. 17, RSS = 1.50284e-09, Par. = -0.00204514 0.000739498 -30.8622 44.2381
## It. 18, RSS = 1.49982e-09, Par. = -0.00201108 0.000758619 -31.5089 43.5843
## It. 19, RSS = 1.49767e-09, Par. = -0.00199526 0.000768348 -31.8244 43.2303
## It. 20, RSS = 1.49607e-09, Par. = -0.00196298 0.000787083 -32.4372 42.5439
## It. 21, RSS = 1.4937e-09, Par. = -0.00193421 0.000805046 -33.0033 41.848
## It. 22, RSS = 1.49192e-09, Par. = -0.00191622 0.000816903 -33.3634 41.368
## It. 23, RSS = 1.49058e-09, Par. = -0.00188065 0.000839746 -34.055 40.4256
## It. 24, RSS = 1.48791e-09, Par. = -0.00184916 0.000861514 -34.6815 39.4767
## It. 25, RSS = 1.48609e-09, Par. = -0.00183389 0.000872816 -34.9891 38.9613
## It. 26, RSS = 1.48469e-09, Par. = -0.0018027 0.000894586 -35.5858 37.9545
## It. 27, RSS = 1.48258e-09, Par. = -0.00177439 0.000915432 -36.1274 36.9473
## It. 28, RSS = 1.48101e-09, Par. = -0.00175653 0.000929064 -36.4634 36.2647
## It. 29, RSS = 1.4798e-09, Par. = -0.00172091 0.000955317 -37.1053 34.9226
## It. 30, RSS = 1.47742e-09, Par. = -0.00168859 0.000980319 -37.6716 33.5862
## It. 31, RSS = 1.47579e-09, Par. = -0.00167212 0.000993591 -37.948 32.8503
## It. 32, RSS = 1.47451e-09, Par. = -0.00163843 0.00101914 -38.481 31.4051
## It. 33, RSS = 1.47252e-09, Par. = -0.00160717 0.00104358 -38.946 29.9695
## It. 34, RSS = 1.47104e-09, Par. = -0.00158672 0.00105976 -39.2263 28.9876
## It. 35, RSS = 1.46989e-09, Par. = -0.00154565 0.00109089 -39.7517 27.0513
## It. 36, RSS = 1.4675e-09, Par. = -0.00150736 0.00112051 -40.1791 25.1336
## It. 37, RSS = 1.46591e-09, Par. = -0.0014861 0.00113709 -40.3778 24.0234
## It. 38, RSS = 1.46458e-09, Par. = -0.00144261 0.00116891 -40.7482 21.8309
## It. 39, RSS = 1.46234e-09, Par. = -0.0014012 0.0011993 -41.0156 19.6585
## It. 40, RSS = 1.46065e-09, Par. = -0.00136993 0.00122179 -41.1541 17.9946
## It. 41, RSS = 1.45928e-09, Par. = -0.00130678 0.00126479 -41.3595 14.6989
## It. 42, RSS = 1.45573e-09, Par. = -0.00124594 0.00130553 -41.3619 11.4378
## It. 43, RSS = 1.45306e-09, Par. = -0.00118814 0.00134212 -41.2027 8.37327
## It. 44, RSS = 1.45005e-09, Par. = -0.00107017 0.00141099 -40.6272 2.28609
## It. 45, RSS = 1.44644e-09, Par. = -0.000952013 0.00147566 -39.3554 -3.71203
## It. 46, RSS = 1.44171e-09, Par. = -0.000916755 0.00149549 -38.6833 -5.39566
## It. 47, RSS = 1.43895e-09, Par. = -0.000836228 0.00153053 -37.4258 -9.01834
## It. 48, RSS = 1.43772e-09, Par. = -0.000760456 0.0015622 -35.9511 -12.2314
## It. 49, RSS = 1.43156e-09, Par. = -0.000723698 0.00157715 -35.098 -13.6463
## It. 50, RSS = 1.42932e-09, Par. = -0.000694643 0.00158778 -34.4273 -14.731
## It. 51, RSS = 1.42838e-09, Par. = -0.000634247 0.00160869 -32.9998 -16.9282
## It. 52, RSS = 1.42334e-09, Par. = -0.000606603 0.00161864 -32.2352 -17.806
## It. 53, RSS = 1.42107e-09, Par. = -0.000578593 0.00162774 -31.4751 -18.6841
## It. 54, RSS = 1.41888e-09, Par. = -0.000553528 0.00163571 -30.7675 -19.4266
## It. 55, RSS = 1.41857e-09, Par. = -0.000501461 0.00165163 -29.2656 -20.9043
## It. 56, RSS = 1.41178e-09, Par. = -0.0004778 0.00165933 -28.4932 -21.4296
## It. 57, RSS = 1.40919e-09, Par. = -0.000455329 0.00166595 -27.7719 -21.9306
## It. 58, RSS = 1.40917e-09, Par. = -0.000408659 0.00167926 -26.2464 -22.9082
## It. 59, RSS = 1.40077e-09, Par. = -0.000387581 0.00168574 -25.4792 -23.1899
## It. 60, RSS = 1.39773e-09, Par. = -0.000367621 0.00169131 -24.7644 -23.4666
## It. 61, RSS = 1.39755e-09, Par. = -0.000326199 0.00170253 -23.2585 -23.9788
## It. 62, RSS = 1.3877e-09, Par. = -0.000307592 0.00170802 -22.5151 -24.0409
## It. 63, RSS = 1.38397e-09, Par. = -0.000288704 0.00171307 -21.7727 -24.1224
## It. 64, RSS = 1.3801e-09, Par. = -0.000270714 0.00171783 -21.0497 -24.1521
## It. 65, RSS = 1.37596e-09, Par. = -0.000252192 0.00172269 -20.2904 -24.1349
## It. 66, RSS = 1.37167e-09, Par. = -0.000235718 0.00172699 -19.5989 -24.0664
## It. 67, RSS = 1.37058e-09, Par. = -0.000201655 0.00173563 -18.1526 -23.8622
## It. 68, RSS = 1.35727e-09, Par. = -0.000186534 0.00173982 -17.4579 -23.5883
## It. 69, RSS = 1.3561e-09, Par. = -0.000154363 0.00174776 -16.011 -23.0925
## It. 70, RSS = 1.33965e-09, Par. = -0.000140204 0.00175158 -15.3239 -22.6744
## It. 71, RSS = 1.33806e-09, Par. = -0.000110083 0.00175876 -13.8943 -21.8875
## It. 72, RSS = 1.31794e-09, Par. = -9.69268e-05 0.00176217 -13.2218 -21.3275
## It. 73, RSS = 1.31383e-09, Par. = -7.00786e-05 0.00176847 -11.8818 -20.3
## It. 74, RSS = 1.29786e-09, Par. = -4.40774e-05 0.00177493 -10.516 -18.9703
## It. 75, RSS = 1.27109e-09, Par. = -2.25176e-05 0.00178027 -9.3496 -17.6296
## It. 76, RSS = 1.24998e-09, Par. = -1.4072e-06 0.00178535 -8.18426 -16.1421
## It. 77, RSS = 1.22453e-09, Par. = 1.82507e-05 0.00179004 -7.06524 -14.5202
## It. 78, RSS = 1.19535e-09, Par. = 3.54104e-05 0.00179413 -6.06303 -12.8893
## It. 79, RSS = 1.17526e-09, Par. = 3.94885e-05 0.00179513 -5.81663 -12.3948
## It. 80, RSS = 1.16312e-09, Par. = 4.80092e-05 0.00179713 -5.31355 -11.5152
## It. 81, RSS = 1.16206e-09, Par. = 6.39772e-05 0.0018046 -4.34846 -9.72754
## It. 82, RSS = 1.13846e-09, Par. = 6.83556e-05 0.00182676 -4.06243 -9.10375
## It. 83, RSS = 1.13745e-09, Par. = 6.96672e-05 0.00188394 -3.99053 -9.08972
## It. 84, RSS = 1.13668e-09, Par. = 7.00098e-05 0.00199246 -3.97839 -9.31758
## It. 85, RSS = 1.1358e-09, Par. = 7.0102e-05 0.002107 -3.98082 -9.57055
## It. 86, RSS = 1.13504e-09, Par. = 7.01242e-05 0.00221026 -3.98596 -9.79191
## It. 87, RSS = 1.13458e-09, Par. = 7.00295e-05 0.00239657 -4.00335 -10.1998
## It. 88, RSS = 1.13369e-09, Par. = 6.99567e-05 0.00260313 -4.01794 -10.5997
## It. 89, RSS = 1.13269e-09, Par. = 6.99098e-05 0.00280971 -4.02922 -10.9604
## It. 90, RSS = 1.13186e-09, Par. = 6.98733e-05 0.0030163 -4.03873 -11.2928
## It. 91, RSS = 1.13117e-09, Par. = 6.9842e-05 0.00322291 -4.047 -11.6017
## It. 92, RSS = 1.13058e-09, Par. = 6.9814e-05 0.00342952 -4.05431 -11.8901
## It. 93, RSS = 1.13008e-09, Par. = 6.97885e-05 0.00363614 -4.06084 -12.1606
## It. 94, RSS = 1.12964e-09, Par. = 6.97651e-05 0.00384277 -4.06671 -12.4153
## It. 95, RSS = 1.12925e-09, Par. = 6.97435e-05 0.0040494 -4.07203 -12.6559
## It. 0, RSS = 4.46388e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.0948e-08, Par. = -0.001948 0.000211602 -17.2559 70.8469
## It. 2, RSS = 1.78539e-08, Par. = -0.00167988 0.000492335 -51.8304 83.0202
## It. 3, RSS = 7.72147e-09, Par. = -0.0022798 0.000623273 -41.5271 73.0298
## It. 4, RSS = 2.52269e-09, Par. = -0.00294008 0.000748395 -36.8583 63.401
## It. 5, RSS = 1.70087e-09, Par. = -0.00299741 0.000790349 -36.9079 62.2958
## It. 6, RSS = 1.69616e-09, Par. = -0.00298753 0.000797678 -37.1378 62.1676
## It. 7, RSS = 1.6952e-09, Par. = -0.00296154 0.000810269 -37.6549 61.9521
## It. 8, RSS = 1.69417e-09, Par. = -0.00293948 0.000821145 -38.1009 61.7471
## It. 9, RSS = 1.69369e-09, Par. = -0.00289704 0.000842256 -38.962 61.3321
## It. 10, RSS = 1.69163e-09, Par. = -0.0028603 0.000862445 -39.7642 60.8901
## It. 11, RSS = 1.69024e-09, Par. = -0.00282204 0.000884525 -40.6262 60.3737
## It. 12, RSS = 1.68841e-09, Par. = -0.00278792 0.00090557 -41.4295 59.8434
## It. 13, RSS = 1.68685e-09, Par. = -0.00275687 0.000925669 -42.182 59.306
## It. 14, RSS = 1.68567e-09, Par. = -0.00272357 0.000948022 -43.0048 58.6774
## It. 15, RSS = 1.68415e-09, Par. = -0.0026935 0.000969363 -43.7718 58.0407
## It. 16, RSS = 1.68283e-09, Par. = -0.00266581 0.000989779 -44.4906 57.4017
## It. 17, RSS = 1.68176e-09, Par. = -0.00263606 0.00101232 -45.2695 56.6657
## It. 18, RSS = 1.68047e-09, Par. = -0.00260882 0.00103387 -45.9959 55.927
## It. 19, RSS = 1.67934e-09, Par. = -0.00258345 0.00105453 -46.6766 55.1897
## It. 20, RSS = 1.6785e-09, Par. = -0.00257068 0.00106549 -47.0267 54.7812
## It. 21, RSS = 1.67783e-09, Par. = -0.00254478 0.00108681 -47.7108 53.9799
## It. 22, RSS = 1.67681e-09, Par. = -0.00252098 0.00110732 -48.349 53.1756
## It. 23, RSS = 1.67606e-09, Par. = -0.00250729 0.00111957 -48.7182 52.6777
## It. 24, RSS = 1.67545e-09, Par. = -0.00247981 0.00114337 -49.4361 51.6973
## It. 25, RSS = 1.6744e-09, Par. = -0.0024545 0.00116622 -50.0995 50.7168
## It. 26, RSS = 1.67365e-09, Par. = -0.00244157 0.00117833 -50.4372 50.1776
## It. 27, RSS = 1.67304e-09, Par. = -0.00241529 0.00120188 -51.0964 49.1167
## It. 28, RSS = 1.67212e-09, Par. = -0.00239075 0.00122452 -51.7046 48.0584
## It. 29, RSS = 1.67143e-09, Par. = -0.00237638 0.00123807 -52.0535 47.4047
## It. 30, RSS = 1.67088e-09, Par. = -0.00234743 0.00126439 -52.7299 46.1149
## It. 31, RSS = 1.66991e-09, Par. = -0.00232029 0.00128963 -53.3452 44.8312
## It. 32, RSS = 1.66922e-09, Par. = -0.00230614 0.00130303 -53.6537 44.1264
## It. 33, RSS = 1.66866e-09, Par. = -0.00227732 0.00132907 -54.2543 42.7359
## It. 34, RSS = 1.66779e-09, Par. = -0.00224995 0.0013541 -54.7971 41.3531
## It. 35, RSS = 1.66715e-09, Par. = -0.0022335 0.0013692 -55.1042 40.4926
## It. 36, RSS = 1.66662e-09, Par. = -0.00220026 0.00139853 -55.6955 38.7914
## It. 37, RSS = 1.66568e-09, Par. = -0.00216849 0.00142662 -56.2147 37.1013
## It. 38, RSS = 1.66502e-09, Par. = -0.00215145 0.00144167 -56.4667 36.1658
## It. 39, RSS = 1.66446e-09, Par. = -0.00211672 0.00147088 -56.9532 34.3142
## It. 40, RSS = 1.66359e-09, Par. = -0.00208312 0.00149893 -57.368 32.4737
## It. 41, RSS = 1.66294e-09, Par. = -0.00206186 0.0015164 -57.5947 31.29
## It. 42, RSS = 1.66239e-09, Par. = -0.00201877 0.00155025 -58.0182 28.9414
## It. 43, RSS = 1.66136e-09, Par. = -0.00197678 0.00158261 -58.3427 26.6063
## It. 44, RSS = 1.66064e-09, Par. = -0.00195254 0.00160084 -58.4792 25.243
## It. 45, RSS = 1.66e-09, Par. = -0.00190298 0.0016361 -58.7244 22.5313
## It. 46, RSS = 1.65891e-09, Par. = -0.00185408 0.00166982 -58.8529 19.8292
## It. 47, RSS = 1.65807e-09, Par. = -0.00181679 0.00169442 -58.8717 17.7786
## It. 48, RSS = 1.65734e-09, Par. = -0.00174079 0.00174166 -58.8274 13.6876
## It. 49, RSS = 1.65547e-09, Par. = -0.00166451 0.00178638 -58.5343 9.59486
## It. 50, RSS = 1.65482e-09, Par. = -0.00150659 0.00187024 -57.5578 1.39148
## It. 51, RSS = 1.65232e-09, Par. = -0.00142556 0.00190996 -56.4474 -2.73565
## It. 52, RSS = 1.64984e-09, Par. = -0.00134424 0.00194348 -55.3045 -6.5739
## It. 53, RSS = 1.64871e-09, Par. = -0.00130407 0.00195907 -54.6203 -8.40252
## It. 54, RSS = 1.64764e-09, Par. = -0.00121959 0.00198878 -53.2027 -12.1585
## It. 55, RSS = 1.64683e-09, Par. = -0.00113857 0.00201553 -51.6093 -15.5924
## It. 56, RSS = 1.6464e-09, Par. = -0.00105095 0.00204199 -49.7126 -19.1049
## It. 57, RSS = 1.64214e-09, Par. = -0.00101147 0.00205358 -48.7214 -20.5535
## It. 58, RSS = 1.6411e-09, Par. = -0.000985153 0.00206057 -48.0685 -21.5019
## It. 59, RSS = 1.64035e-09, Par. = -0.000930766 0.00207428 -46.7108 -23.4392
## It. 60, RSS = 1.63893e-09, Par. = -0.000878875 0.00208708 -45.3162 -25.169
## It. 61, RSS = 1.63771e-09, Par. = -0.000823442 0.00210014 -43.7557 -26.9069
## It. 62, RSS = 1.63562e-09, Par. = -0.000772762 0.00211171 -42.2457 -28.3674
## It. 63, RSS = 1.63446e-09, Par. = -0.000718293 0.00212365 -40.5552 -29.8162
## It. 64, RSS = 1.63179e-09, Par. = -0.000669081 0.00213426 -38.943 -30.9736
## It. 65, RSS = 1.63084e-09, Par. = -0.000615899 0.00214535 -37.1343 -32.0863
## It. 66, RSS = 1.62487e-09, Par. = -0.000592378 0.00215052 -36.2733 -32.4536
## It. 67, RSS = 1.62354e-09, Par. = -0.000574681 0.00215411 -35.6322 -32.7374
## It. 68, RSS = 1.62259e-09, Par. = -0.000538156 0.00216127 -34.3035 -33.305
## It. 69, RSS = 1.62009e-09, Par. = -0.000503629 0.00216823 -32.991 -33.7126
## It. 70, RSS = 1.61797e-09, Par. = -0.000466826 0.00217559 -31.5535 -34.0449
## It. 71, RSS = 1.61446e-09, Par. = -0.000433579 0.00218231 -30.2086 -34.2194
## It. 72, RSS = 1.61203e-09, Par. = -0.00039805 0.00218943 -28.7352 -34.2976
## It. 73, RSS = 1.60767e-09, Par. = -0.000366229 0.0021959 -27.3696 -34.2265
## It. 74, RSS = 1.60486e-09, Par. = -0.000332167 0.00220276 -25.8731 -34.0317
## It. 75, RSS = 1.59939e-09, Par. = -0.000301937 0.00220895 -24.4997 -33.7016
## It. 76, RSS = 1.59604e-09, Par. = -0.00026954 0.00221552 -22.995 -33.2191
## It. 77, RSS = 1.58882e-09, Par. = -0.000241853 0.00222148 -21.6677 -32.6416
## It. 78, RSS = 1.58375e-09, Par. = -0.000213719 0.00222768 -20.2918 -31.9349
## It. 79, RSS = 1.57611e-09, Par. = -0.0001891 0.00223332 -19.0541 -31.1646
## It. 80, RSS = 1.56995e-09, Par. = -0.000164083 0.00223911 -17.7727 -30.2626
## It. 81, RSS = 1.56126e-09, Par. = -0.000142192 0.00224429 -16.6229 -29.3268
## It. 82, RSS = 1.55383e-09, Par. = -0.000119901 0.00224954 -15.4326 -28.2602
## It. 83, RSS = 1.54389e-09, Par. = -0.000100393 0.00225418 -14.3667 -27.1855
## It. 84, RSS = 1.53691e-09, Par. = -9.34714e-05 0.00225587 -13.9779 -26.7307
## It. 85, RSS = 1.53073e-09, Par. = -7.92888e-05 0.0022591 -13.1925 -25.8741
## It. 86, RSS = 1.52334e-09, Par. = -6.74731e-05 0.00226183 -12.5237 -25.0706
## It. 87, RSS = 1.51999e-09, Par. = -4.42834e-05 0.00226703 -11.2066 -23.4407
## It. 88, RSS = 1.5e-09, Par. = -3.40579e-05 0.00226943 -10.5952 -22.5181
## It. 89, RSS = 1.49346e-09, Par. = -1.36477e-05 0.0022738 -9.40172 -20.8014
## It. 90, RSS = 1.47556e-09, Par. = 5.93452e-06 0.002278 -8.21227 -18.8498
## It. 91, RSS = 1.45417e-09, Par. = 2.45102e-05 0.00228182 -7.06775 -16.7948
## It. 92, RSS = 1.42877e-09, Par. = 4.0676e-05 0.00228512 -6.05039 -14.7904
## It. 93, RSS = 1.40812e-09, Par. = 5.5575e-05 0.00228845 -5.09712 -12.7658
## It. 94, RSS = 1.39481e-09, Par. = 6.83793e-05 0.00231346 -4.26066 -10.8918
## It. 95, RSS = 1.38027e-09, Par. = 7.12681e-05 0.00237038 -4.07136 -10.484
## It. 96, RSS = 1.37949e-09, Par. = 7.226e-05 0.00248606 -4.01388 -10.5543
## It. 0, RSS = 4.4736e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.82969e-08, Par. = -0.00202123 0.000214264 -18.6997 74.6521
## It. 2, RSS = 7.68624e-09, Par. = -0.00205616 0.000210018 -20.3971 72.2582
## It. 3, RSS = 6.54704e-09, Par. = -0.00213475 0.000244708 -21.2887 67.5666
## It. 4, RSS = 5.25408e-09, Par. = -0.0022002 0.00027359 -21.3724 64.2897
## It. 5, RSS = 4.45867e-09, Par. = -0.00236467 0.000328488 -21.5332 58.4788
## It. 6, RSS = 2.69038e-09, Par. = -0.00256436 0.000384539 -21.3012 54.8148
## It. 7, RSS = 2.00513e-09, Par. = -0.00273066 0.000425389 -21.0954 52.7155
## It. 8, RSS = 1.77955e-09, Par. = -0.00265529 0.000506024 -23.2633 51.4802
## It. 9, RSS = 1.76385e-09, Par. = -0.00263211 0.000521956 -23.6965 51.2259
## It. 10, RSS = 1.76137e-09, Par. = -0.00260094 0.000529588 -24.0283 51.14
## It. 11, RSS = 1.75873e-09, Par. = -0.00253645 0.000543406 -24.6849 50.9931
## It. 12, RSS = 1.75385e-09, Par. = -0.00248098 0.000556667 -25.3031 50.8068
## It. 13, RSS = 1.75038e-09, Par. = -0.00245519 0.000563617 -25.6174 50.6872
## It. 14, RSS = 1.74775e-09, Par. = -0.00240338 0.000576987 -26.2268 50.4632
## It. 15, RSS = 1.74385e-09, Par. = -0.00235818 0.000589888 -26.8015 50.2088
## It. 16, RSS = 1.74093e-09, Par. = -0.00233194 0.000598082 -27.1571 50.0273
## It. 17, RSS = 1.7387e-09, Par. = -0.00228044 0.000613877 -27.8439 49.673
## It. 18, RSS = 1.73459e-09, Par. = -0.00223605 0.00062906 -28.485 49.2855
## It. 19, RSS = 1.73169e-09, Par. = -0.00221491 0.000637115 -28.8135 49.0582
## It. 20, RSS = 1.72947e-09, Par. = -0.00217228 0.000652632 -29.4511 48.621
## It. 21, RSS = 1.72613e-09, Par. = -0.00213486 0.000667576 -30.0476 48.1603
## It. 22, RSS = 1.72365e-09, Par. = -0.00211311 0.000676984 -30.4118 47.8497
## It. 23, RSS = 1.72174e-09, Par. = -0.00207014 0.000695131 -31.115 47.2416
## It. 24, RSS = 1.71824e-09, Par. = -0.00203272 0.000712542 -31.7655 46.61
## It. 25, RSS = 1.71579e-09, Par. = -0.00201441 0.00072188 -32.1004 46.2493
## It. 26, RSS = 1.7139e-09, Par. = -0.00197737 0.000739882 -32.7504 45.548
## It. 27, RSS = 1.71099e-09, Par. = -0.00194452 0.00075719 -33.3524 44.8315
## It. 28, RSS = 1.70886e-09, Par. = -0.00192529 0.000768023 -33.7147 44.3613
## It. 29, RSS = 1.7072e-09, Par. = -0.00188702 0.000788919 -34.4136 43.4388
## It. 30, RSS = 1.70416e-09, Par. = -0.00185318 0.00080894 -35.0518 42.5041
## It. 31, RSS = 1.70205e-09, Par. = -0.00183612 0.000819799 -35.3803 41.974
## It. 32, RSS = 1.70039e-09, Par. = -0.00180148 0.000840731 -36.0168 40.9372
## It. 33, RSS = 1.6978e-09, Par. = -0.00177028 0.000860835 -36.5969 39.8949
## It. 34, RSS = 1.69592e-09, Par. = -0.0017517 0.000873416 -36.9409 39.2185
## It. 35, RSS = 1.69443e-09, Par. = -0.00171448 0.000897676 -37.6014 37.8884
## It. 36, RSS = 1.69169e-09, Par. = -0.00168089 0.000920903 -38.1906 36.5583
## It. 37, RSS = 1.68979e-09, Par. = -0.00166328 0.000933701 -38.4911 35.7993
## It. 38, RSS = 1.68827e-09, Par. = -0.00162744 0.000958354 -39.0705 34.308
## It. 39, RSS = 1.68585e-09, Par. = -0.00159449 0.000982013 -39.5804 32.8224
## It. 40, RSS = 1.68408e-09, Par. = -0.00157409 0.000997068 -39.8768 31.8475
## It. 41, RSS = 1.68267e-09, Par. = -0.00153303 0.00102606 -40.4377 29.925
## It. 42, RSS = 1.67995e-09, Par. = -0.00149506 0.0010538 -40.9061 28.0161
## It. 43, RSS = 1.6781e-09, Par. = -0.00147369 0.00106977 -41.1369 26.8834
## It. 44, RSS = 1.67655e-09, Par. = -0.00143007 0.00110046 -41.5702 24.6467
## It. 45, RSS = 1.6739e-09, Par. = -0.00138904 0.00112989 -41.9013 22.4284
## It. 46, RSS = 1.67195e-09, Par. = -0.00136033 0.00115042 -42.0771 20.8338
## It. 47, RSS = 1.67033e-09, Par. = -0.00130228 0.00118978 -42.3703 17.6749
## It. 48, RSS = 1.66663e-09, Par. = -0.00124712 0.00122737 -42.4883 14.5489
## It. 49, RSS = 1.66396e-09, Par. = -0.00120234 0.00125699 -42.4621 11.998
## It. 50, RSS = 1.66137e-09, Par. = -0.00111118 0.00131329 -42.2604 6.92839
## It. 51, RSS = 1.6551e-09, Par. = -0.00102238 0.0013669 -41.631 1.928
## It. 52, RSS = 1.64876e-09, Par. = -0.000836782 0.00146703 -39.6781 -8.01281
## It. 53, RSS = 1.64428e-09, Par. = -0.000832216 0.00147905 -39.1307 -8.36154
## It. 54, RSS = 1.64212e-09, Par. = -0.000796587 0.00149541 -38.4403 -10.0452
## It. 55, RSS = 1.64039e-09, Par. = -0.000721783 0.00152729 -36.9488 -13.4614
## It. 56, RSS = 1.63841e-09, Par. = -0.000652602 0.0015562 -35.2872 -16.3704
## It. 57, RSS = 1.62967e-09, Par. = -0.000619315 0.00156997 -34.3586 -17.6035
## It. 58, RSS = 1.62694e-09, Par. = -0.000594846 0.00157914 -33.679 -18.484
## It. 59, RSS = 1.62515e-09, Par. = -0.000543877 0.00159722 -32.2442 -20.2732
## It. 60, RSS = 1.62083e-09, Par. = -0.000496728 0.00161396 -30.776 -21.7209
## It. 61, RSS = 1.61595e-09, Par. = -0.000450611 0.00162968 -29.2506 -22.9588
## It. 62, RSS = 1.61062e-09, Par. = -0.000405711 0.00164451 -27.6722 -23.9704
## It. 63, RSS = 1.60464e-09, Par. = -0.000362092 0.00165849 -26.0482 -24.7451
## It. 64, RSS = 1.59788e-09, Par. = -0.00031982 0.00167166 -24.3861 -25.273
## It. 65, RSS = 1.59016e-09, Par. = -0.000278959 0.00168407 -22.694 -25.545
## It. 66, RSS = 1.58123e-09, Par. = -0.000239574 0.00169572 -20.9801 -25.553
## It. 67, RSS = 1.57079e-09, Par. = -0.000201726 0.00170662 -19.2536 -25.2906
## It. 68, RSS = 1.55846e-09, Par. = -0.000165475 0.00171677 -17.5236 -24.7532
## It. 69, RSS = 1.54371e-09, Par. = -0.000130875 0.00172615 -15.7998 -23.9383
## It. 70, RSS = 1.52588e-09, Par. = -9.79772e-05 0.00173474 -14.0922 -22.8459
## It. 71, RSS = 1.50407e-09, Par. = -6.68259e-05 0.00174252 -12.4107 -21.4784
## It. 72, RSS = 1.47553e-09, Par. = -3.80086e-05 0.00174951 -10.7957 -19.8698
## It. 73, RSS = 1.43867e-09, Par. = -1.21219e-05 0.0017557 -9.29344 -18.0897
## It. 74, RSS = 1.39574e-09, Par. = 1.12155e-05 0.00176108 -7.89632 -16.1711
## It. 75, RSS = 1.34552e-09, Par. = 3.22341e-05 0.0017657 -6.59967 -14.1359
## It. 76, RSS = 1.29083e-09, Par. = 5.21072e-05 0.00176987 -5.33804 -11.9026
## It. 77, RSS = 1.21957e-09, Par. = 6.84147e-05 0.00177326 -4.26452 -9.73299
## It. 78, RSS = 1.16427e-09, Par. = 7.65988e-05 0.00177505 -3.71234 -8.46579
## It. 79, RSS = 1.1498e-09, Par. = 8.69931e-05 0.00182922 -3.01573 -7.01314
## It. 80, RSS = 1.12883e-09, Par. = 8.87562e-05 0.00189706 -2.88199 -6.72929
## It. 81, RSS = 1.12747e-09, Par. = 8.93742e-05 0.0020332 -2.84777 -6.86986
## It. 82, RSS = 1.12603e-09, Par. = 8.95921e-05 0.00217006 -2.83706 -7.0432
## It. 83, RSS = 1.1259e-09, Par. = 8.96085e-05 0.00244374 -2.84498 -7.45041
## It. 84, RSS = 1.12318e-09, Par. = 8.96594e-05 0.00258061 -2.84344 -7.59519
## It. 85, RSS = 1.12253e-09, Par. = 8.96382e-05 0.00282761 -2.85072 -7.90617
## It. 86, RSS = 1.12144e-09, Par. = 8.96147e-05 0.00310135 -2.8571 -8.20831
## It. 87, RSS = 1.12032e-09, Par. = 8.95987e-05 0.00337509 -2.86208 -8.47921
## It. 88, RSS = 1.11941e-09, Par. = 8.95858e-05 0.00364884 -2.86628 -8.72766
## It. 89, RSS = 1.11866e-09, Par. = 8.95743e-05 0.0039226 -2.86992 -8.9572
## It. 90, RSS = 1.11803e-09, Par. = 8.95639e-05 0.00419637 -2.87312 -9.17053
## It. 91, RSS = 1.11749e-09, Par. = 8.95543e-05 0.00447013 -2.87597 -9.36978
## It. 92, RSS = 1.11708e-09, Par. = 8.9555e-05 0.00465037 -2.87707 -9.48869
## It. 93, RSS = 1.11677e-09, Par. = 8.95373e-05 0.00498326 -2.88068 -9.71409
## It. 94, RSS = 1.11632e-09, Par. = 8.95231e-05 0.00534374 -2.88372 -9.93456
## It. 95, RSS = 1.11588e-09, Par. = 8.95131e-05 0.00570422 -2.88617 -10.138
## It. 0, RSS = 4.27716e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.06956e-08, Par. = -0.0020796 0.000207521 -17.5724 75.5071
## It. 2, RSS = 6.40954e-09, Par. = -0.00163581 0.00046764 -57.0829 101.873
## It. 3, RSS = 3.04974e-09, Par. = -0.00326079 0.000759549 -39.5542 70.7008
## It. 4, RSS = 1.55081e-09, Par. = -0.00313581 0.000790084 -40.9655 70.5613
## It. 5, RSS = 1.53262e-09, Par. = -0.00312086 0.00079697 -41.3025 70.3899
## It. 6, RSS = 1.53183e-09, Par. = -0.00308644 0.000810787 -41.9419 70.1054
## It. 7, RSS = 1.5307e-09, Par. = -0.00305507 0.000824207 -42.5541 69.8058
## It. 8, RSS = 1.52983e-09, Par. = -0.00303681 0.000832514 -42.9265 69.6075
## It. 9, RSS = 1.52913e-09, Par. = -0.00300065 0.000848717 -43.6538 69.2172
## It. 10, RSS = 1.52789e-09, Par. = -0.00296812 0.00086441 -44.3445 68.8091
## It. 11, RSS = 1.52678e-09, Par. = -0.00293798 0.000879597 -45.0026 68.3928
## It. 12, RSS = 1.52594e-09, Par. = -0.00292234 0.000888007 -45.3596 68.1484
## It. 13, RSS = 1.52526e-09, Par. = -0.00289099 0.000904413 -46.0585 67.6698
## It. 14, RSS = 1.5242e-09, Par. = -0.00286249 0.000920313 -46.7222 67.1781
## It. 15, RSS = 1.52341e-09, Par. = -0.00284756 0.00092918 -47.084 66.8897
## It. 16, RSS = 1.52277e-09, Par. = -0.0028176 0.000946478 -47.7921 66.3239
## It. 17, RSS = 1.52176e-09, Par. = -0.0027903 0.000963231 -48.4629 65.747
## It. 18, RSS = 1.521e-09, Par. = -0.00277604 0.000972509 -48.8254 65.4128
## It. 19, RSS = 1.52039e-09, Par. = -0.00274737 0.000990607 -49.5348 64.7565
## It. 20, RSS = 1.51944e-09, Par. = -0.00272114 0.00100813 -50.2052 64.0914
## It. 21, RSS = 1.51873e-09, Par. = -0.00270726 0.00101791 -50.5698 63.7052
## It. 22, RSS = 1.51815e-09, Par. = -0.00267933 0.00103698 -51.2829 62.9455
## It. 23, RSS = 1.51723e-09, Par. = -0.00265367 0.00105543 -51.9545 62.1791
## It. 24, RSS = 1.51655e-09, Par. = -0.00264013 0.00106565 -52.3161 61.7389
## It. 25, RSS = 1.516e-09, Par. = -0.00261283 0.00108559 -53.0234 60.8721
## It. 26, RSS = 1.51513e-09, Par. = -0.00258761 0.00110487 -53.6873 60.0013
## It. 27, RSS = 1.51448e-09, Par. = -0.00257412 0.00111564 -54.0465 59.4987
## It. 28, RSS = 1.51395e-09, Par. = -0.00254688 0.00113663 -54.7486 58.5079
## It. 29, RSS = 1.51311e-09, Par. = -0.0025216 0.00115692 -55.4048 57.5157
## It. 30, RSS = 1.5125e-09, Par. = -0.00250808 0.00116818 -55.7561 56.9479
## It. 31, RSS = 1.51199e-09, Par. = -0.00248075 0.00119013 -56.4425 55.8275
## It. 32, RSS = 1.51119e-09, Par. = -0.00245521 0.00121135 -57.0808 54.7082
## It. 33, RSS = 1.51059e-09, Par. = -0.00244134 0.00122321 -57.4234 54.0638
## It. 34, RSS = 1.5101e-09, Par. = -0.0024133 0.00124633 -58.092 52.7911
## It. 35, RSS = 1.50932e-09, Par. = -0.00238692 0.00126866 -58.7092 51.522
## It. 36, RSS = 1.50875e-09, Par. = -0.00237258 0.00128109 -59.0364 50.7956
## It. 37, RSS = 1.50827e-09, Par. = -0.00234352 0.00130531 -59.6741 49.3595
## It. 38, RSS = 1.50751e-09, Par. = -0.00231601 0.0013287 -60.2573 47.9297
## It. 39, RSS = 1.50695e-09, Par. = -0.00230076 0.00134185 -60.5667 47.103
## It. 40, RSS = 1.50649e-09, Par. = -0.00226986 0.00136749 -61.1678 45.4669
## It. 41, RSS = 1.50573e-09, Par. = -0.0022404 0.00139223 -61.7093 43.8391
## It. 42, RSS = 1.50518e-09, Par. = -0.00222397 0.00140613 -61.9915 42.8993
## It. 43, RSS = 1.50471e-09, Par. = -0.00219064 0.0014332 -62.5375 41.0373
## It. 44, RSS = 1.50395e-09, Par. = -0.00215861 0.00145932 -63.0178 39.1853
## It. 45, RSS = 1.50339e-09, Par. = -0.00214026 0.00147427 -63.2657 38.0958
## It. 46, RSS = 1.50292e-09, Par. = -0.00210303 0.00150335 -63.7407 35.935
## It. 47, RSS = 1.50212e-09, Par. = -0.00206697 0.0015314 -64.1391 33.7849
## It. 48, RSS = 1.50154e-09, Par. = -0.00204578 0.00154773 -64.3362 32.4974
## It. 49, RSS = 1.50104e-09, Par. = -0.00200269 0.00157945 -64.7056 29.9383
## It. 50, RSS = 1.50017e-09, Par. = -0.00196064 0.00161001 -64.9804 27.3911
## It. 51, RSS = 1.49954e-09, Par. = -0.00193426 0.00162879 -65.0995 25.7777
## It. 52, RSS = 1.49897e-09, Par. = -0.00188051 0.00166516 -65.3003 22.5632
## It. 53, RSS = 1.4979e-09, Par. = -0.00182753 0.00170012 -65.3655 19.3583
## It. 54, RSS = 1.4971e-09, Par. = -0.0017884 0.00172495 -65.3225 16.9982
## It. 55, RSS = 1.49635e-09, Par. = -0.00170839 0.00177276 -65.147 12.2785
## It. 56, RSS = 1.49458e-09, Par. = -0.00162819 0.00181842 -64.6891 7.5557
## It. 57, RSS = 1.493e-09, Par. = -0.00146197 0.00190456 -63.3202 -1.92438
## It. 58, RSS = 1.49145e-09, Par. = -0.00142725 0.00192446 -62.5814 -3.95933
## It. 59, RSS = 1.48991e-09, Par. = -0.00134515 0.001959 -61.3664 -8.27892
## It. 60, RSS = 1.48915e-09, Par. = -0.00131479 0.00197176 -60.7803 -9.83446
## It. 61, RSS = 1.48817e-09, Par. = -0.00125064 0.00199589 -59.6161 -13.0433
## It. 62, RSS = 1.48742e-09, Par. = -0.00122502 0.00200553 -59.0643 -14.2804
## It. 63, RSS = 1.48655e-09, Par. = -0.00117154 0.00202396 -57.9549 -16.8287
## It. 64, RSS = 1.48581e-09, Par. = -0.00114764 0.00203219 -57.3945 -17.9244
## It. 65, RSS = 1.48499e-09, Par. = -0.00109807 0.00204806 -56.2564 -20.1748
## It. 66, RSS = 1.48423e-09, Par. = -0.0010778 0.00205462 -55.7376 -21.0524
## It. 67, RSS = 1.48343e-09, Par. = -0.00103585 0.00206723 -54.691 -22.864
## It. 68, RSS = 1.48269e-09, Par. = -0.00101445 0.00207367 -54.1136 -23.7466
## It. 69, RSS = 1.48188e-09, Par. = -0.00097028 0.00208623 -52.9318 -25.5563
## It. 70, RSS = 1.48083e-09, Par. = -0.00092414 0.00209912 -51.6206 -27.3577
## It. 71, RSS = 1.47948e-09, Par. = -0.000882078 0.00211053 -50.3637 -28.9144
## It. 72, RSS = 1.47829e-09, Par. = -0.000837741 0.00212212 -48.9891 -30.4769
## It. 73, RSS = 1.47679e-09, Par. = -0.000796537 0.00213263 -47.6522 -31.837
## It. 74, RSS = 1.4755e-09, Par. = -0.000752957 0.00214342 -46.1879 -33.1878
## It. 75, RSS = 1.47372e-09, Par. = -0.000712757 0.00215319 -44.7775 -34.3293
## It. 76, RSS = 1.47233e-09, Par. = -0.000670079 0.0021633 -43.2308 -35.4443
## It. 77, RSS = 1.47018e-09, Par. = -0.000631013 0.00217246 -41.755 -36.3463
## It. 78, RSS = 1.46867e-09, Par. = -0.000589388 0.00218201 -40.1339 -37.1997
## It. 79, RSS = 1.46604e-09, Par. = -0.000551597 0.00219066 -38.6021 -37.8395
## It. 80, RSS = 1.4644e-09, Par. = -0.00051119 0.00219974 -36.9166 -38.4042
## It. 81, RSS = 1.46111e-09, Par. = -0.000474827 0.00220795 -35.3397 -38.7591
## It. 82, RSS = 1.45932e-09, Par. = -0.000435814 0.00221662 -33.6017 -39.0076
## It. 83, RSS = 1.45514e-09, Par. = -0.000401045 0.00222442 -31.9932 -39.0558
## It. 84, RSS = 1.45315e-09, Par. = -0.00036362 0.00223269 -30.2173 -38.9624
## It. 85, RSS = 1.44776e-09, Par. = -0.000330619 0.00224007 -28.593 -38.6855
## It. 86, RSS = 1.44359e-09, Par. = -0.000298417 0.00224719 -26.9681 -38.2653
## It. 87, RSS = 1.43895e-09, Par. = -0.000267152 0.00225407 -25.3458 -37.6845
## It. 88, RSS = 1.43374e-09, Par. = -0.000236849 0.00226071 -23.7305 -36.9426
## It. 89, RSS = 1.42978e-09, Par. = -0.000205068 0.00226775 -21.9937 -35.9734
## It. 90, RSS = 1.41968e-09, Par. = -0.00017827 0.00227395 -20.4823 -34.9346
## It. 91, RSS = 1.41353e-09, Par. = -0.000150717 0.00228034 -18.8996 -33.71
## It. 92, RSS = 1.4024e-09, Par. = -0.000127213 0.0022859 -17.5107 -32.4575
## It. 93, RSS = 1.39442e-09, Par. = -0.000102923 0.00229158 -16.0517 -31.0124
## It. 94, RSS = 1.38133e-09, Par. = -8.22585e-05 0.00229641 -14.7782 -29.5825
## It. 95, RSS = 1.37097e-09, Par. = -6.07766e-05 0.00230129 -13.4357 -27.9543
## It. 0, RSS = 4.2986e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 2.01551e-08, Par. = -0.00202749 0.000204912 -17.012 73.6693
## It. 2, RSS = 8.90792e-09, Par. = -0.00156508 0.000451654 -55.7969 101.952
## It. 3, RSS = 7.1727e-09, Par. = -0.00323914 0.000737596 -39.9809 71.6715
## It. 4, RSS = 5.95423e-09, Par. = -0.0028184 0.000885967 -46.4117 69.6816
## It. 5, RSS = 1.44881e-09, Par. = -0.00275664 0.000960589 -49.4864 66.6905
## It. 6, RSS = 1.42106e-09, Par. = -0.00274725 0.000978116 -49.9918 65.9927
## It. 7, RSS = 1.42071e-09, Par. = -0.0027352 0.000986653 -50.3116 65.6694
## It. 8, RSS = 1.42023e-09, Par. = -0.00271007 0.00100303 -50.9532 65.0374
## It. 9, RSS = 1.41954e-09, Par. = -0.00268675 0.00101893 -51.5631 64.3992
## It. 10, RSS = 1.41901e-09, Par. = -0.00267287 0.00102879 -51.9329 63.9898
## It. 11, RSS = 1.41858e-09, Par. = -0.0026452 0.00104805 -52.655 63.1816
## It. 12, RSS = 1.41781e-09, Par. = -0.00261974 0.00106667 -53.3342 62.3676
## It. 13, RSS = 1.41725e-09, Par. = -0.0026079 0.00107581 -53.6568 61.9535
## It. 14, RSS = 1.41681e-09, Par. = -0.00258378 0.00109364 -54.2908 61.1398
## It. 15, RSS = 1.41618e-09, Par. = -0.00256127 0.00111095 -54.8898 60.3235
## It. 16, RSS = 1.4157e-09, Par. = -0.00254758 0.00112181 -55.2554 59.7965
## It. 17, RSS = 1.41531e-09, Par. = -0.00252022 0.00114301 -55.9681 58.7549
## It. 18, RSS = 1.41459e-09, Par. = -0.0024948 0.00116349 -56.633 57.7124
## It. 19, RSS = 1.41408e-09, Par. = -0.00248297 0.00117342 -56.943 57.1903
## It. 20, RSS = 1.41367e-09, Par. = -0.00245883 0.00119283 -57.5525 56.1617
## It. 21, RSS = 1.41309e-09, Par. = -0.00243605 0.00121165 -58.1236 55.1342
## It. 22, RSS = 1.41264e-09, Par. = -0.00242183 0.00122364 -58.475 54.4628
## It. 23, RSS = 1.41228e-09, Par. = -0.00239336 0.00124704 -59.1579 53.134
## It. 24, RSS = 1.41161e-09, Par. = -0.00236658 0.00126963 -59.7869 51.8091
## It. 25, RSS = 1.41113e-09, Par. = -0.00235411 0.00128045 -60.0726 51.1556
## It. 26, RSS = 1.41074e-09, Par. = -0.00232862 0.00130158 -60.6339 49.8651
## It. 27, RSS = 1.4102e-09, Par. = -0.00230429 0.00132208 -61.1526 48.5791
## It. 28, RSS = 1.40977e-09, Par. = -0.00228856 0.00133543 -61.4747 47.7205
## It. 29, RSS = 1.40943e-09, Par. = -0.00225699 0.00136148 -62.0966 46.0189
## It. 30, RSS = 1.40877e-09, Par. = -0.00222693 0.0013866 -62.6551 44.3263
## It. 31, RSS = 1.4083e-09, Par. = -0.00221288 0.00139852 -62.8986 43.5012
## It. 32, RSS = 1.40792e-09, Par. = -0.00218413 0.00142175 -63.3764 41.8677
## It. 33, RSS = 1.40738e-09, Par. = -0.00215634 0.00144428 -63.8045 40.2416
## It. 34, RSS = 1.40696e-09, Par. = -0.00213741 0.00145957 -64.0724 39.1112
## It. 35, RSS = 1.40662e-09, Par. = -0.00209931 0.00148935 -64.58 36.8665
## It. 36, RSS = 1.40591e-09, Par. = -0.00206249 0.00151803 -65.0055 34.634
## It. 37, RSS = 1.40542e-09, Par. = -0.00204502 0.00153164 -65.1746 33.5445
## It. 38, RSS = 1.40501e-09, Par. = -0.00200915 0.00155812 -65.5027 31.3801
## It. 39, RSS = 1.40443e-09, Par. = -0.00197406 0.00158377 -65.7637 29.2251
## It. 40, RSS = 1.40395e-09, Par. = -0.0019474 0.00160286 -65.918 27.5776
## It. 41, RSS = 1.40358e-09, Par. = -0.0018936 0.00163989 -66.1778 24.2979
## It. 42, RSS = 1.40262e-09, Par. = -0.00184074 0.00167543 -66.2966 21.03
## It. 43, RSS = 1.402e-09, Par. = -0.00181178 0.00169439 -66.2861 19.2284
## It. 44, RSS = 1.40142e-09, Par. = -0.00175213 0.00173102 -66.2337 15.6258
## It. 45, RSS = 1.40046e-09, Par. = -0.00169263 0.00176632 -66.0201 12.0254
## It. 46, RSS = 1.39993e-09, Par. = -0.00157102 0.00183369 -65.3396 4.82018
## It. 47, RSS = 1.39742e-09, Par. = -0.00144689 0.00189717 -63.9928 -2.40753
## It. 48, RSS = 1.39654e-09, Par. = -0.00139513 0.00192221 -63.1145 -5.30268
## It. 49, RSS = 1.39557e-09, Par. = -0.0012824 0.00196873 -61.3303 -11.3073
## It. 50, RSS = 1.39412e-09, Par. = -0.00124762 0.00198345 -60.5346 -13.0772
## It. 51, RSS = 1.39351e-09, Par. = -0.00117207 0.00201038 -59.0008 -16.8137
## It. 52, RSS = 1.39291e-09, Par. = -0.00109987 0.00203503 -57.3237 -20.2233
## It. 53, RSS = 1.39263e-09, Par. = -0.00102253 0.00205965 -55.3703 -23.6877
## It. 54, RSS = 1.38932e-09, Par. = -0.000987551 0.00207064 -54.3643 -25.1277
## It. 55, RSS = 1.38861e-09, Par. = -0.000965622 0.00207697 -53.7387 -26.0157
## It. 56, RSS = 1.38804e-09, Par. = -0.000920476 0.00208941 -52.4483 -27.8285
## It. 57, RSS = 1.38721e-09, Par. = -0.000873182 0.00210224 -51.0127 -29.623
## It. 58, RSS = 1.38591e-09, Par. = -0.000830391 0.00211353 -49.6467 -31.1472
## It. 59, RSS = 1.38495e-09, Par. = -0.000785136 0.00212505 -48.1488 -32.6698
## It. 60, RSS = 1.38351e-09, Par. = -0.000743341 0.00213547 -46.7005 -33.9682
## It. 61, RSS = 1.38251e-09, Par. = -0.00069898 0.0021462 -45.1092 -35.2452
## It. 62, RSS = 1.38076e-09, Par. = -0.00065834 0.0021559 -43.5862 -36.2923
## It. 63, RSS = 1.37973e-09, Par. = -0.000615038 0.00216598 -41.9104 -37.2955
## It. 64, RSS = 1.37757e-09, Par. = -0.000575702 0.00217509 -40.3226 -38.0666
## It. 65, RSS = 1.37652e-09, Par. = -0.000533634 0.00218463 -38.5726 -38.7661
## It. 66, RSS = 1.37378e-09, Par. = -0.000495763 0.00219324 -36.9317 -39.2357
## It. 67, RSS = 1.37274e-09, Par. = -0.000455121 0.00220231 -35.1201 -39.6005
## It. 68, RSS = 1.36723e-09, Par. = -0.000437201 0.00220655 -34.2755 -39.6331
## It. 69, RSS = 1.36599e-09, Par. = -0.00042309 0.00220966 -33.6157 -39.671
## It. 70, RSS = 1.36517e-09, Par. = -0.000394003 0.00221589 -32.251 -39.7283
## It. 71, RSS = 1.36266e-09, Par. = -0.000366633 0.00222193 -30.9203 -39.6413
## It. 72, RSS = 1.36053e-09, Par. = -0.000337593 0.00222828 -29.4778 -39.4429
## It. 73, RSS = 1.35708e-09, Par. = -0.00031142 0.00223405 -28.1409 -39.1342
## It. 74, RSS = 1.35458e-09, Par. = -0.000283579 0.00224011 -26.6906 -38.6971
## It. 75, RSS = 1.35038e-09, Par. = -0.000258673 0.00224556 -25.3575 -38.1652
## It. 76, RSS = 1.34738e-09, Par. = -0.000232127 0.00225128 -23.9101 -37.4831
## It. 77, RSS = 1.34211e-09, Par. = -0.000209034 0.00225642 -22.6179 -36.7426
## It. 78, RSS = 1.338e-09, Par. = -0.000185508 0.00226171 -21.2792 -35.8794
## It. 79, RSS = 1.33228e-09, Par. = -0.000164722 0.00226651 -20.0689 -34.981
## It. 80, RSS = 1.32739e-09, Par. = -0.000143505 0.00227142 -18.814 -33.9568
## It. 81, RSS = 1.32088e-09, Par. = -0.000124781 0.00227579 -17.6828 -32.9214
## It. 82, RSS = 1.31621e-09, Par. = -0.000118022 0.00227743 -17.2635 -32.4778
## It. 83, RSS = 1.31217e-09, Par. = -0.0001041 0.00228058 -16.4111 -31.634
## It. 84, RSS = 1.3076e-09, Par. = -9.39108e-05 0.00228294 -15.7738 -30.9365
## It. 85, RSS = 1.30412e-09, Par. = -7.33904e-05 0.00228753 -14.4897 -29.5088
## It. 86, RSS = 1.29394e-09, Par. = -5.48555e-05 0.00229174 -13.2931 -27.9904
## It. 87, RSS = 1.28449e-09, Par. = -3.56868e-05 0.00229595 -12.041 -26.281
## It. 88, RSS = 1.27061e-09, Par. = -1.92555e-05 0.00229946 -10.9445 -24.6331
## It. 89, RSS = 1.26078e-09, Par. = -1.32285e-05 0.00230074 -10.5336 -23.9388
## It. 90, RSS = 1.25212e-09, Par. = -9.9475e-07 0.00230314 -9.71035 -22.6222
## It. 91, RSS = 1.24118e-09, Par. = 9.21303e-06 0.00230512 -9.00662 -21.3966
## It. 92, RSS = 1.23672e-09, Par. = 2.83138e-05 0.00230866 -7.68857 -19.0386
## It. 93, RSS = 1.20708e-09, Par. = 3.70208e-05 0.00231028 -7.0553 -17.6906
## It. 94, RSS = 1.2034e-09, Par. = 5.46213e-05 0.00231335 -5.8112 -15.1459
## It. 95, RSS = 1.16757e-09, Par. = 6.26734e-05 0.0023148 -5.20181 -13.6557
## It. 96, RSS = 1.18068e-09, Par. = 6.26734e-05 0.0023148 -5.20181 -13.6557
## It. 0, RSS = 4.24717e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.78173e-08, Par. = -0.00209692 0.000208656 -18.4874 77.3912
## It. 2, RSS = 8.97222e-09, Par. = -0.00163093 0.000474148 -57.4136 102.991
## It. 3, RSS = 3.57264e-09, Par. = -0.00229344 0.000584612 -51.3854 90.2707
## It. 4, RSS = 2.3584e-09, Par. = -0.00266461 0.000654083 -47.8057 85.2458
## It. 5, RSS = 1.9436e-09, Par. = -0.00292719 0.000701041 -45.9919 82.1826
## It. 6, RSS = 1.81281e-09, Par. = -0.00305136 0.000723849 -45.2222 80.9093
## It. 7, RSS = 1.66181e-09, Par. = -0.00329452 0.000771153 -43.8708 78.4683
## It. 8, RSS = 1.64954e-09, Par. = -0.00334453 0.000781914 -43.6378 77.9946
## It. 9, RSS = 1.64385e-09, Par. = -0.00334937 0.000808721 -44.2285 77.2457
## It. 10, RSS = 1.64313e-09, Par. = -0.00334201 0.000813488 -44.4058 77.1436
## It. 11, RSS = 1.64243e-09, Par. = -0.00332176 0.000821731 -44.7968 76.9835
## It. 12, RSS = 1.64158e-09, Par. = -0.0032814 0.000837609 -45.5703 76.6691
## It. 13, RSS = 1.64013e-09, Par. = -0.00324503 0.000852999 -46.3075 76.3327
## It. 14, RSS = 1.63907e-09, Par. = -0.00322783 0.000860881 -46.677 76.1449
## It. 15, RSS = 1.63823e-09, Par. = -0.00319314 0.000876258 -47.4016 75.7807
## It. 16, RSS = 1.63699e-09, Par. = -0.00316158 0.000891192 -48.0935 75.3996
## It. 17, RSS = 1.63606e-09, Par. = -0.00314365 0.000900216 -48.5036 75.1544
## It. 18, RSS = 1.6353e-09, Par. = -0.00310802 0.000917821 -49.3054 74.6725
## It. 19, RSS = 1.63399e-09, Par. = -0.00307585 0.000934864 -50.0657 74.1725
## It. 20, RSS = 1.63304e-09, Par. = -0.0030606 0.000943558 -50.4442 73.9014
## It. 21, RSS = 1.63228e-09, Par. = -0.00302974 0.000960522 -51.187 73.3723
## It. 22, RSS = 1.63118e-09, Par. = -0.00300154 0.000976973 -51.8932 72.8302
## It. 23, RSS = 1.63034e-09, Par. = -0.00298531 0.00098697 -52.3132 72.4852
## It. 24, RSS = 1.62966e-09, Par. = -0.00295296 0.00100647 -53.1339 71.8056
## It. 25, RSS = 1.62848e-09, Par. = -0.00292358 0.00102532 -53.9081 71.113
## It. 26, RSS = 1.62762e-09, Par. = -0.00290961 0.00103489 -54.2901 70.7445
## It. 27, RSS = 1.62694e-09, Par. = -0.00288123 0.00105355 -55.0399 70.0224
## It. 28, RSS = 1.62594e-09, Par. = -0.00285511 0.00107163 -55.7493 69.2919
## It. 29, RSS = 1.62519e-09, Par. = -0.00283985 0.00108268 -56.1724 68.8285
## It. 30, RSS = 1.62457e-09, Par. = -0.00280933 0.00110424 -56.9983 67.9142
## It. 31, RSS = 1.6235e-09, Par. = -0.00278137 0.00112506 -57.7725 66.9926
## It. 32, RSS = 1.62272e-09, Par. = -0.002768 0.00113555 -58.15 66.5094
## It. 33, RSS = 1.6221e-09, Par. = -0.00274079 0.00115603 -58.8912 65.5598
## It. 34, RSS = 1.6212e-09, Par. = -0.00271549 0.00117586 -59.588 64.6066
## It. 35, RSS = 1.62051e-09, Par. = -0.00270042 0.00118807 -60.0045 64.0006
## It. 36, RSS = 1.61995e-09, Par. = -0.0026702 0.00121189 -60.8163 62.8035
## It. 37, RSS = 1.61896e-09, Par. = -0.00264218 0.00123486 -61.5702 61.6051
## It. 38, RSS = 1.61825e-09, Par. = -0.00262872 0.00124636 -61.932 60.9845
## It. 39, RSS = 1.61767e-09, Par. = -0.00260122 0.00126879 -62.6422 59.7617
## It. 40, RSS = 1.61684e-09, Par. = -0.00257535 0.00129049 -63.3032 58.5404
## It. 41, RSS = 1.61621e-09, Par. = -0.00255956 0.00130401 -63.6992 57.7575
## It. 42, RSS = 1.6157e-09, Par. = -0.00252781 0.00133037 -64.4685 56.2088
## It. 43, RSS = 1.61476e-09, Par. = -0.00249797 0.00135577 -65.172 54.6649
## It. 44, RSS = 1.61409e-09, Par. = -0.00248351 0.00136839 -65.5015 53.8736
## It. 45, RSS = 1.61355e-09, Par. = -0.00245396 0.001393 -66.1478 52.3106
## It. 46, RSS = 1.61276e-09, Par. = -0.00242577 0.00141679 -66.7385 50.7535
## It. 47, RSS = 1.61216e-09, Par. = -0.00240795 0.00143193 -67.093 49.7365
## It. 48, RSS = 1.61167e-09, Par. = -0.00237208 0.0014614 -67.7764 47.7211
## It. 49, RSS = 1.61074e-09, Par. = -0.00233783 0.00148976 -68.3811 45.7154
## It. 50, RSS = 1.61008e-09, Par. = -0.00232103 0.00150381 -68.6526 44.6925
## It. 51, RSS = 1.60954e-09, Par. = -0.00228662 0.00153116 -69.1826 42.6658
## It. 52, RSS = 1.60875e-09, Par. = -0.00225334 0.00155759 -69.6453 40.648
## It. 53, RSS = 1.60814e-09, Par. = -0.00223107 0.00157511 -69.9202 39.2738
## It. 54, RSS = 1.60764e-09, Par. = -0.00218611 0.00160917 -70.4362 36.5434
## It. 55, RSS = 1.60661e-09, Par. = -0.00214251 0.00164188 -70.8453 33.8269
## It. 56, RSS = 1.60591e-09, Par. = -0.00212018 0.00165846 -71.0057 32.4065
## It. 57, RSS = 1.60529e-09, Par. = -0.00207438 0.00169063 -71.3097 29.5809
## It. 58, RSS = 1.60436e-09, Par. = -0.00202935 0.00172168 -71.5121 26.7627
## It. 59, RSS = 1.60361e-09, Par. = -0.00199438 0.00174506 -71.5993 24.571
## It. 60, RSS = 1.60301e-09, Par. = -0.0019234 0.00179026 -71.6976 20.1964
## It. 61, RSS = 1.60135e-09, Par. = -0.00185301 0.00183341 -71.5701 15.8278
## It. 62, RSS = 1.60022e-09, Par. = -0.00179969 0.00186433 -71.3182 12.5534
## It. 63, RSS = 1.59896e-09, Par. = -0.00168961 0.0019235 -70.6524 5.9763
## It. 64, RSS = 1.59646e-09, Par. = -0.00157715 0.00197972 -69.4631 -0.642463
## It. 65, RSS = 1.59494e-09, Par. = -0.00133455 0.00208652 -66.1356 -14.2555
## It. 66, RSS = 1.59152e-09, Par. = -0.00132241 0.00209838 -65.3045 -14.9317
## It. 67, RSS = 1.59048e-09, Par. = -0.00127622 0.00211431 -64.3005 -17.2216
## It. 68, RSS = 1.5895e-09, Par. = -0.00123285 0.00212853 -63.3105 -19.3168
## It. 69, RSS = 1.58856e-09, Par. = -0.00119282 0.00214114 -62.3491 -21.2
## It. 70, RSS = 1.58761e-09, Par. = -0.00115352 0.00215305 -61.364 -23.0016
## It. 71, RSS = 1.58669e-09, Par. = -0.00111855 0.00216331 -60.4477 -24.5597
## It. 72, RSS = 1.58658e-09, Par. = -0.001046 0.00218366 -58.5002 -27.7214
## It. 73, RSS = 1.58381e-09, Par. = -0.00101209 0.00219331 -57.4652 -29.0743
## It. 74, RSS = 1.5828e-09, Par. = -0.000983882 0.0022007 -56.6127 -30.185
## It. 75, RSS = 1.5824e-09, Par. = -0.000925459 0.00221537 -54.8243 -32.4413
## It. 76, RSS = 1.57995e-09, Par. = -0.000898043 0.00222246 -53.9001 -33.3934
## It. 77, RSS = 1.5799e-09, Par. = -0.00084055 0.00223606 -51.9961 -35.3977
## It. 78, RSS = 1.57667e-09, Par. = -0.000813727 0.00224267 -51.0227 -36.2094
## It. 79, RSS = 1.57554e-09, Par. = -0.000789656 0.00224818 -50.1572 -36.9369
## It. 80, RSS = 1.57528e-09, Par. = -0.000739769 0.00225922 -48.3446 -38.4009
## It. 81, RSS = 1.57207e-09, Par. = -0.000716483 0.00226467 -47.43 -38.9664
## It. 82, RSS = 1.57079e-09, Par. = -0.000692533 0.00226988 -46.498 -39.5534
## It. 83, RSS = 1.56953e-09, Par. = -0.000670796 0.00227456 -45.6354 -40.0505
## It. 84, RSS = 1.56928e-09, Par. = -0.000625758 0.00228404 -43.829 -41.033
## It. 85, RSS = 1.56545e-09, Par. = -0.00060483 0.00228876 -42.9295 -41.3636
## It. 86, RSS = 1.56395e-09, Par. = -0.000583074 0.00229333 -42.002 -41.7171
## It. 87, RSS = 1.56244e-09, Par. = -0.000563512 0.00229742 -41.1536 -41.9977
## It. 88, RSS = 1.56208e-09, Par. = -0.000522966 0.00230572 -39.3787 -42.5323
## It. 89, RSS = 1.5576e-09, Par. = -0.000504219 0.00230987 -38.5055 -42.6476
## It. 90, RSS = 1.55743e-09, Par. = -0.000464817 0.0023179 -36.6935 -42.9369
## It. 91, RSS = 1.55198e-09, Par. = -0.000446702 0.0023219 -35.8095 -42.9261
## It. 92, RSS = 1.54992e-09, Par. = -0.00042776 0.0023258 -34.8917 -42.9308
## It. 93, RSS = 1.5507e-09, Par. = -0.00042776 0.0023258 -34.8917 -42.9308
## It. 0, RSS = 4.17938e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.63741e-08, Par. = -0.00199491 0.000207179 -17.8241 74.0756
## It. 2, RSS = 1.0136e-08, Par. = -0.00154316 0.000461135 -54.5113 98.2951
## It. 3, RSS = 3.37395e-09, Par. = -0.00209272 0.000549162 -49.9958 87.6668
## It. 4, RSS = 1.96556e-09, Par. = -0.00305572 0.00072751 -40.5914 73.5699
## It. 5, RSS = 1.28046e-09, Par. = -0.00310414 0.000751469 -40.9794 72.5419
## It. 6, RSS = 1.27712e-09, Par. = -0.0030906 0.000759405 -41.2807 72.3817
## It. 7, RSS = 1.27624e-09, Par. = -0.00305572 0.000772942 -41.942 72.1229
## It. 8, RSS = 1.27504e-09, Par. = -0.00302346 0.00078598 -42.5787 71.8513
## It. 9, RSS = 1.27409e-09, Par. = -0.00300452 0.00079412 -42.9699 71.6679
## It. 10, RSS = 1.27334e-09, Par. = -0.00296707 0.000809989 -43.7337 71.3072
## It. 11, RSS = 1.27199e-09, Par. = -0.00293353 0.000825346 -44.4584 70.9253
## It. 12, RSS = 1.27078e-09, Par. = -0.00290257 0.000840194 -45.1484 70.5332
## It. 13, RSS = 1.26988e-09, Par. = -0.00288658 0.000848408 -45.5223 70.3013
## It. 14, RSS = 1.26914e-09, Par. = -0.00285452 0.000864419 -46.2539 69.848
## It. 15, RSS = 1.26799e-09, Par. = -0.0028255 0.000879925 -46.9484 69.3791
## It. 16, RSS = 1.26714e-09, Par. = -0.00281023 0.000888631 -47.3296 69.1005
## It. 17, RSS = 1.26645e-09, Par. = -0.00277963 0.000905604 -48.0754 68.5545
## It. 18, RSS = 1.26535e-09, Par. = -0.00275186 0.000922026 -48.7813 67.9949
## It. 19, RSS = 1.26454e-09, Par. = -0.00273743 0.00093111 -49.1623 67.6696
## It. 20, RSS = 1.26389e-09, Par. = -0.00270841 0.00094882 -49.9079 67.0314
## It. 21, RSS = 1.26286e-09, Par. = -0.00268196 0.000965947 -50.6119 66.3823
## It. 22, RSS = 1.26209e-09, Par. = -0.00266792 0.000975569 -50.9973 66.0014
## It. 23, RSS = 1.26147e-09, Par. = -0.00263967 0.000994327 -51.7511 65.2527
## It. 24, RSS = 1.26049e-09, Par. = -0.00261383 0.00101245 -52.4605 64.4955
## It. 25, RSS = 1.25976e-09, Par. = -0.00260027 0.00102248 -52.8417 64.0598
## It. 26, RSS = 1.25917e-09, Par. = -0.00257291 0.00104202 -53.5874 63.2027
## It. 27, RSS = 1.25823e-09, Par. = -0.00254774 0.0010609 -54.2872 62.3399
## It. 28, RSS = 1.25755e-09, Par. = -0.00253421 0.00107151 -54.6684 61.8372
## It. 29, RSS = 1.25699e-09, Par. = -0.00250693 0.0010922 -55.4136 60.8473
## It. 30, RSS = 1.25609e-09, Par. = -0.0024817 0.00111217 -56.1095 59.8543
## It. 31, RSS = 1.25543e-09, Par. = -0.00246828 0.00112321 -56.481 59.2861
## It. 32, RSS = 1.25489e-09, Par. = -0.00244115 0.00114475 -57.2072 58.1662
## It. 33, RSS = 1.25403e-09, Par. = -0.00241587 0.00116553 -57.8824 57.0459
## It. 34, RSS = 1.25341e-09, Par. = -0.00240208 0.00117724 -58.2478 56.395
## It. 35, RSS = 1.25289e-09, Par. = -0.00237419 0.00120005 -58.9608 55.1101
## It. 36, RSS = 1.25205e-09, Par. = -0.00234806 0.00122205 -59.6188 53.828
## It. 37, RSS = 1.25145e-09, Par. = -0.00233394 0.00123424 -59.9664 53.096
## It. 38, RSS = 1.25094e-09, Par. = -0.00230533 0.00125799 -60.6443 51.6501
## It. 39, RSS = 1.25014e-09, Par. = -0.0022783 0.00128091 -61.2646 50.2091
## It. 40, RSS = 1.24955e-09, Par. = -0.00226324 0.00129388 -61.5966 49.3692
## It. 41, RSS = 1.24906e-09, Par. = -0.00223273 0.00131916 -62.242 47.7077
## It. 42, RSS = 1.24826e-09, Par. = -0.00220372 0.00134352 -62.8237 46.0541
## It. 43, RSS = 1.24768e-09, Par. = -0.00218767 0.00135712 -63.1254 45.1046
## It. 44, RSS = 1.24719e-09, Par. = -0.00215511 0.00138358 -63.7102 43.2248
## It. 45, RSS = 1.2464e-09, Par. = -0.00212388 0.00140909 -64.2263 41.3541
## It. 46, RSS = 1.24582e-09, Par. = -0.00210588 0.00142379 -64.496 40.245
## It. 47, RSS = 1.24533e-09, Par. = -0.00206935 0.00145238 -65.0139 38.0454
## It. 48, RSS = 1.2445e-09, Par. = -0.00203406 0.00147992 -65.4511 35.8569
## It. 49, RSS = 1.2439e-09, Par. = -0.00201363 0.00149572 -65.6664 34.5634
## It. 50, RSS = 1.24337e-09, Par. = -0.00197207 0.00152642 -66.0728 31.9939
## It. 51, RSS = 1.24249e-09, Par. = -0.00193155 0.00155596 -66.3829 29.4352
## It. 52, RSS = 1.24184e-09, Par. = -0.00190615 0.00157412 -66.524 27.8135
## It. 53, RSS = 1.24127e-09, Par. = -0.00185443 0.00160929 -66.769 24.5835
## It. 54, RSS = 1.24019e-09, Par. = -0.00180352 0.00164305 -66.8774 21.3633
## It. 55, RSS = 1.23939e-09, Par. = -0.00176788 0.00166583 -66.8655 19.1097
## It. 56, RSS = 1.23865e-09, Par. = -0.00169501 0.00170971 -66.7663 14.606
## It. 57, RSS = 1.23702e-09, Par. = -0.00162214 0.00175163 -66.4142 10.0992
## It. 58, RSS = 1.23612e-09, Par. = -0.00147166 0.00183089 -65.3096 1.05328
## It. 59, RSS = 1.2355e-09, Par. = -0.00131535 0.00190476 -63.1187 -8.05899
## It. 60, RSS = 1.23227e-09, Par. = -0.0012424 0.00193631 -61.5465 -12
## It. 61, RSS = 1.2296e-09, Par. = -0.00116087 0.00196568 -59.8446 -16.1553
## It. 62, RSS = 1.22837e-09, Par. = -0.00108535 0.00199102 -58.0562 -19.8281
## It. 63, RSS = 1.22788e-09, Par. = -0.00100396 0.00201624 -55.9546 -23.5777
## It. 64, RSS = 1.22385e-09, Par. = -0.000967406 0.0020274 -54.869 -25.1182
## It. 65, RSS = 1.22289e-09, Par. = -0.00094272 0.00203426 -54.1441 -26.1416
## It. 66, RSS = 1.22219e-09, Par. = -0.000891677 0.00204776 -52.6377 -28.2329
## It. 67, RSS = 1.22082e-09, Par. = -0.000843082 0.00206041 -51.0981 -30.0937
## It. 68, RSS = 1.21962e-09, Par. = -0.000791323 0.00207334 -49.3836 -31.9566
## It. 69, RSS = 1.21764e-09, Par. = -0.000743979 0.00208487 -47.7278 -33.5218
## It. 70, RSS = 1.21644e-09, Par. = -0.000693254 0.00209676 -45.8827 -35.0686
## It. 71, RSS = 1.21394e-09, Par. = -0.00064736 0.00210735 -44.1249 -36.3061
## It. 72, RSS = 1.21283e-09, Par. = -0.000597922 0.00211842 -42.1618 -37.4921
## It. 73, RSS = 1.20773e-09, Par. = -0.000576019 0.00212355 -41.2289 -37.8861
## It. 74, RSS = 1.20645e-09, Par. = -0.000557906 0.00212748 -40.465 -38.2217
## It. 75, RSS = 1.20579e-09, Par. = -0.000520398 0.00213536 -38.8744 -38.887
## It. 76, RSS = 1.20322e-09, Par. = -0.000485178 0.00214296 -37.3095 -39.3466
## It. 77, RSS = 1.20125e-09, Par. = -0.000447472 0.00215099 -35.5865 -39.7087
## It. 78, RSS = 1.19747e-09, Par. = -0.00041369 0.00215825 -33.9845 -39.8715
## It. 79, RSS = 1.19523e-09, Par. = -0.000377379 0.00216593 -32.2182 -39.9092
## It. 80, RSS = 1.19042e-09, Par. = -0.000345175 0.00217282 -30.5941 -39.7608
## It. 81, RSS = 1.18647e-09, Par. = -0.000313695 0.00217948 -28.9662 -39.4733
## It. 82, RSS = 1.1821e-09, Par. = -0.000283055 0.00218596 -27.3371 -39.0301
## It. 83, RSS = 1.1772e-09, Par. = -0.000253285 0.00219223 -25.7108 -38.4297
## It. 84, RSS = 1.17164e-09, Par. = -0.000224557 0.00219829 -24.0998 -37.6755
## It. 85, RSS = 1.16646e-09, Par. = -0.000195214 0.00220468 -22.4144 -36.7248
## It. 86, RSS = 1.15723e-09, Par. = -0.000170015 0.00221037 -20.9237 -35.7048
## It. 87, RSS = 1.1506e-09, Par. = -0.000144085 0.00221625 -19.3611 -34.5018
## It. 88, RSS = 1.13987e-09, Par. = -0.000121889 0.00222137 -17.9866 -33.2739
## It. 89, RSS = 1.13141e-09, Par. = -9.89051e-05 0.0022266 -16.5404 -31.858
## It. 90, RSS = 1.11872e-09, Par. = -7.9302e-05 0.00223107 -15.2756 -30.458
## It. 91, RSS = 1.11053e-09, Par. = -7.3442e-05 0.00223246 -14.8854 -29.949
## It. 92, RSS = 1.10352e-09, Par. = -6.11487e-05 0.00223511 -14.083 -28.9968
## It. 93, RSS = 1.10147e-09, Par. = -3.65605e-05 0.00224033 -12.4578 -26.9415
## It. 94, RSS = 1.07513e-09, Par. = -2.62307e-05 0.00224265 -11.734 -25.8025
## It. 95, RSS = 1.06837e-09, Par. = -4.41613e-06 0.00224698 -10.2492 -23.6025
## It. 96, RSS = 1.03965e-09, Par. = 1.44631e-05 0.00225068 -8.90466 -21.2869
## It. 0, RSS = 3.9554e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.63374e-08, Par. = -0.00205311 0.000209616 -18.4284 76.5741
## It. 2, RSS = 1.32198e-08, Par. = -0.00156919 0.000466379 -56.2578 102.678
## It. 3, RSS = 4.85815e-09, Par. = -0.00246327 0.000611756 -49.043 86.2292
## It. 4, RSS = 2.44532e-09, Par. = -0.00259573 0.00064291 -47.5181 84.755
## It. 5, RSS = 2.02786e-09, Par. = -0.00290918 0.000700281 -45.2879 81.0052
## It. 6, RSS = 1.95385e-09, Par. = -0.00299681 0.000716609 -44.7554 80.1041
## It. 7, RSS = 1.86275e-09, Par. = -0.00316818 0.000750493 -43.8073 78.3511
## It. 8, RSS = 1.85051e-09, Par. = -0.00308996 0.0008352 -46.7256 76.1959
## It. 9, RSS = 1.83916e-09, Par. = -0.00309016 0.000844809 -46.9849 75.8741
## It. 10, RSS = 1.83814e-09, Par. = -0.00306196 0.000859456 -47.6539 75.5068
## It. 11, RSS = 1.83717e-09, Par. = -0.00304275 0.000869187 -48.113 75.2498
## It. 12, RSS = 1.83637e-09, Par. = -0.00300472 0.000888081 -49.0103 74.744
## It. 13, RSS = 1.83476e-09, Par. = -0.00297086 0.000906296 -49.8561 74.2151
## It. 14, RSS = 1.83344e-09, Par. = -0.00293593 0.000925877 -50.7506 73.6156
## It. 15, RSS = 1.83196e-09, Par. = -0.00290408 0.000944709 -51.5942 73.0042
## It. 16, RSS = 1.83064e-09, Par. = -0.00287462 0.000962846 -52.3924 72.3861
## It. 17, RSS = 1.82965e-09, Par. = -0.00285989 0.00097254 -52.8084 72.0375
## It. 18, RSS = 1.82886e-09, Par. = -0.00283011 0.000991428 -53.6232 71.3549
## It. 19, RSS = 1.82765e-09, Par. = -0.002803 0.00100968 -54.3921 70.6604
## It. 20, RSS = 1.82676e-09, Par. = -0.00278795 0.00102039 -54.8318 70.2345
## It. 21, RSS = 1.82603e-09, Par. = -0.00275776 0.00104125 -55.6905 69.3966
## It. 22, RSS = 1.82481e-09, Par. = -0.00273028 0.00106136 -56.4957 68.5485
## It. 23, RSS = 1.82392e-09, Par. = -0.00271644 0.00107209 -56.9119 68.0765
## It. 24, RSS = 1.82321e-09, Par. = -0.00268837 0.00109299 -57.7271 67.1498
## It. 25, RSS = 1.82212e-09, Par. = -0.00266257 0.00111316 -58.491 66.2169
## It. 26, RSS = 1.82131e-09, Par. = -0.00264801 0.00112503 -58.927 65.6475
## It. 27, RSS = 1.82066e-09, Par. = -0.00261871 0.00114815 -59.7775 64.5251
## It. 28, RSS = 1.81954e-09, Par. = -0.00259173 0.00117042 -60.5682 63.3995
## It. 29, RSS = 1.81874e-09, Par. = -0.00257798 0.00118226 -60.9725 62.7791
## It. 30, RSS = 1.81809e-09, Par. = -0.00255002 0.00120531 -61.7639 61.5574
## It. 31, RSS = 1.8171e-09, Par. = -0.00252397 0.00122754 -62.4982 60.3358
## It. 32, RSS = 1.81636e-09, Par. = -0.00250897 0.0012407 -62.9156 59.5899
## It. 33, RSS = 1.81576e-09, Par. = -0.00247872 0.0012663 -63.7279 58.1166
## It. 34, RSS = 1.81473e-09, Par. = -0.00245043 0.00129093 -64.4728 56.647
## It. 35, RSS = 1.81399e-09, Par. = -0.00243579 0.00130401 -64.8477 55.8412
## It. 36, RSS = 1.81338e-09, Par. = -0.00240597 0.00132946 -65.5804 54.2501
## It. 37, RSS = 1.81245e-09, Par. = -0.00237775 0.001354 -66.2486 52.6651
## It. 38, RSS = 1.81176e-09, Par. = -0.00236109 0.00136864 -66.625 51.6903
## It. 39, RSS = 1.81119e-09, Par. = -0.0023274 0.00139714 -67.3537 49.7613
## It. 40, RSS = 1.81019e-09, Par. = -0.00229536 0.00142452 -68.0034 47.8418
## It. 41, RSS = 1.80948e-09, Par. = -0.00227841 0.00143913 -68.3215 46.7862
## It. 42, RSS = 1.80888e-09, Par. = -0.00224382 0.00146753 -68.9397 44.6959
## It. 43, RSS = 1.80796e-09, Par. = -0.00221055 0.00149487 -69.4801 42.6162
## It. 44, RSS = 1.80727e-09, Par. = -0.00219005 0.00151161 -69.7777 41.3042
## It. 45, RSS = 1.80669e-09, Par. = -0.00214849 0.00154413 -70.3434 38.7008
## It. 46, RSS = 1.80563e-09, Par. = -0.00210825 0.00157534 -70.8056 36.1102
## It. 47, RSS = 1.80489e-09, Par. = -0.00208589 0.00159246 -71.0132 34.6419
## It. 48, RSS = 1.80423e-09, Par. = -0.00204016 0.00162567 -71.4037 31.7222
## It. 49, RSS = 1.80317e-09, Par. = -0.00199536 0.00165758 -71.6807 28.813
## It. 50, RSS = 1.80237e-09, Par. = -0.00196431 0.00167907 -71.8022 26.7862
## It. 51, RSS = 1.80166e-09, Par. = -0.00190105 0.00172059 -71.9857 22.7429
## It. 52, RSS = 1.80012e-09, Par. = -0.00183841 0.00176025 -71.9707 18.7052
## It. 53, RSS = 1.79902e-09, Par. = -0.00179162 0.00178837 -71.8247 15.7122
## It. 54, RSS = 1.7979e-09, Par. = -0.00169527 0.00184228 -71.3995 9.70836
## It. 55, RSS = 1.79537e-09, Par. = -0.0015975 0.00189339 -70.5418 3.67581
## It. 56, RSS = 1.7918e-09, Par. = -0.00139088 0.00198933 -68.0989 -8.55472
## It. 57, RSS = 1.79114e-09, Par. = -0.00135622 0.00200816 -67.0118 -10.5859
## It. 58, RSS = 1.78948e-09, Par. = -0.00131326 0.0020237 -66.1553 -12.8566
## It. 59, RSS = 1.78848e-09, Par. = -0.00122426 0.00205408 -64.2979 -17.488
## It. 60, RSS = 1.78766e-09, Par. = -0.0011396 0.00208138 -62.2341 -21.672
## It. 61, RSS = 1.78751e-09, Par. = -0.00104763 0.00210858 -59.7753 -25.9549
## It. 62, RSS = 1.78176e-09, Par. = -0.00100669 0.00212048 -58.5055 -27.6812
## It. 63, RSS = 1.78054e-09, Par. = -0.000982153 0.00212695 -57.7516 -28.6963
## It. 64, RSS = 1.77955e-09, Par. = -0.000931333 0.00213959 -56.1943 -30.7849
## It. 65, RSS = 1.77791e-09, Par. = -0.000882883 0.00215145 -54.6085 -32.6493
## It. 66, RSS = 1.77637e-09, Par. = -0.000831302 0.0021636 -52.8482 -34.5195
## It. 67, RSS = 1.77415e-09, Par. = -0.000784007 0.00217445 -51.1501 -36.1005
## It. 68, RSS = 1.77251e-09, Par. = -0.000733377 0.00218566 -49.2636 -37.6682
## It. 69, RSS = 1.76975e-09, Par. = -0.000687418 0.00219568 -47.4661 -38.9361
## It. 70, RSS = 1.76806e-09, Par. = -0.000637959 0.00220615 -45.4641 -40.1598
## It. 71, RSS = 1.76453e-09, Par. = -0.000593542 0.00221552 -43.5801 -41.0778
## It. 72, RSS = 1.76283e-09, Par. = -0.000545497 0.00222542 -41.4759 -41.9117
## It. 73, RSS = 1.7582e-09, Par. = -0.000502855 0.00223427 -39.5215 -42.4409
## It. 74, RSS = 1.75461e-09, Par. = -0.00046105 0.00224283 -37.544 -42.7897
## It. 75, RSS = 1.75069e-09, Par. = -0.000420231 0.00225117 -35.5446 -42.9341
## It. 76, RSS = 1.74628e-09, Par. = -0.000380456 0.00225931 -33.5291 -42.8667
## It. 77, RSS = 1.74129e-09, Par. = -0.000341787 0.00226723 -31.5036 -42.5812
## It. 78, RSS = 1.73562e-09, Par. = -0.000304287 0.00227491 -29.4747 -42.0725
## It. 79, RSS = 1.7291e-09, Par. = -0.000268015 0.00228234 -27.4496 -41.3372
## It. 80, RSS = 1.72087e-09, Par. = -0.000233815 0.00228957 -25.4823 -40.3991
## It. 81, RSS = 1.71129e-09, Par. = -0.000201944 0.00229657 -23.5958 -39.2852
## It. 82, RSS = 1.70064e-09, Par. = -0.000172237 0.00230326 -21.7892 -38.0134
## It. 83, RSS = 1.68878e-09, Par. = -0.00014453 0.00230958 -20.061 -36.5993
## It. 84, RSS = 1.67553e-09, Par. = -0.000118668 0.0023155 -18.4089 -35.0571
## It. 85, RSS = 1.66067e-09, Par. = -9.45035e-05 0.00232099 -16.8303 -33.3998
## It. 86, RSS = 1.64389e-09, Par. = -7.19054e-05 0.00232604 -15.3227 -31.6387
## It. 87, RSS = 1.62481e-09, Par. = -5.07539e-05 0.00233065 -13.8832 -29.7839
## It. 88, RSS = 1.60294e-09, Par. = -3.09448e-05 0.00233482 -12.5095 -27.8445
## It. 89, RSS = 1.58689e-09, Par. = -2.52828e-05 0.00233605 -12.1008 -27.1575
## It. 90, RSS = 1.57159e-09, Par. = -1.31255e-05 0.00233841 -11.2486 -25.8632
## It. 91, RSS = 1.56236e-09, Par. = 1.15624e-05 0.00234307 -9.49374 -23.0271
## It. 92, RSS = 1.50489e-09, Par. = 2.13828e-05 0.00234497 -8.74277 -21.5019
## It. 93, RSS = 1.47997e-09, Par. = 4.28504e-05 0.00234853 -7.17833 -18.5457
## It. 94, RSS = 1.39872e-09, Par. = 6.04485e-05 0.00235132 -5.80926 -15.4944
## It. 95, RSS = 1.32886e-09, Par. = 6.81795e-05 0.00235243 -5.20934 -13.981
## It. 96, RSS = 1.25928e-09, Par. = 8.25599e-05 0.00235434 -4.10482 -11.3081
## It. 0, RSS = 3.65743e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.68959e-08, Par. = -0.00199137 0.000202771 -16.6231 73.5535
## It. 2, RSS = 5.95649e-09, Par. = -0.0020043 0.000193132 -17.9885 72.5527
## It. 3, RSS = 4.7618e-09, Par. = -0.0020523 0.000213565 -19.6853 69.2463
## It. 4, RSS = 4.45588e-09, Par. = -0.00216187 0.000265004 -20.6738 62.5189
## It. 5, RSS = 2.52769e-09, Par. = -0.00222378 0.000293194 -20.563 60.3922
## It. 6, RSS = 2.37465e-09, Par. = -0.00238829 0.000343933 -20.6644 55.6678
## It. 7, RSS = 1.63447e-09, Par. = -0.0024759 0.000371239 -20.5428 54.2263
## It. 8, RSS = 1.58245e-09, Par. = -0.00236972 0.000419549 -22.5143 53.9922
## It. 9, RSS = 1.56699e-09, Par. = -0.00234539 0.00042958 -22.9557 53.8436
## It. 10, RSS = 1.56513e-09, Par. = -0.00231014 0.000436163 -23.3501 53.8368
## It. 11, RSS = 1.56422e-09, Par. = -0.00223843 0.000448306 -24.1215 53.811
## It. 12, RSS = 1.55975e-09, Par. = -0.00220752 0.000454283 -24.4874 53.7307
## It. 13, RSS = 1.55859e-09, Par. = -0.00214377 0.000465807 -25.1932 53.5744
## It. 14, RSS = 1.55517e-09, Par. = -0.00208804 0.000476965 -25.8584 53.3512
## It. 15, RSS = 1.55267e-09, Par. = -0.00203111 0.000489239 -26.5746 53.0663
## It. 16, RSS = 1.54953e-09, Par. = -0.00198123 0.000501028 -27.2459 52.7466
## It. 17, RSS = 1.54712e-09, Par. = -0.00193134 0.000513617 -27.9484 52.3669
## It. 18, RSS = 1.54435e-09, Par. = -0.00188718 0.000525713 -28.6068 51.959
## It. 19, RSS = 1.54195e-09, Par. = -0.00184736 0.000537348 -29.2259 51.532
## It. 20, RSS = 1.54003e-09, Par. = -0.00180514 0.000550335 -29.9037 51.021
## It. 21, RSS = 1.53769e-09, Par. = -0.00176745 0.00056284 -30.5384 50.488
## It. 22, RSS = 1.53564e-09, Par. = -0.00173313 0.000574888 -31.1349 49.9416
## It. 23, RSS = 1.53414e-09, Par. = -0.00171634 0.000581329 -31.4428 49.6296
## It. 24, RSS = 1.53294e-09, Par. = -0.00168247 0.000593787 -32.0423 49.0225
## It. 25, RSS = 1.53113e-09, Par. = -0.00165215 0.000605867 -32.6049 48.3961
## It. 26, RSS = 1.52979e-09, Par. = -0.00163501 0.000613202 -32.9346 47.9967
## It. 27, RSS = 1.52871e-09, Par. = -0.00160088 0.000627406 -33.574 47.2124
## It. 28, RSS = 1.52685e-09, Par. = -0.00157043 0.000641153 -34.1682 46.4099
## It. 29, RSS = 1.52552e-09, Par. = -0.00155533 0.000648531 -34.4729 45.9593
## It. 30, RSS = 1.52446e-09, Par. = -0.00152477 0.000662808 -35.066 45.0777
## It. 31, RSS = 1.52284e-09, Par. = -0.00149714 0.000676645 -35.6165 44.184
## It. 32, RSS = 1.52165e-09, Par. = -0.00148126 0.000685093 -35.9375 43.6187
## It. 33, RSS = 1.52069e-09, Par. = -0.0014495 0.000701453 -36.5587 42.506
## It. 34, RSS = 1.51899e-09, Par. = -0.00142082 0.000717278 -37.1272 41.3841
## It. 35, RSS = 1.51779e-09, Par. = -0.00140629 0.00072584 -37.4165 40.7567
## It. 36, RSS = 1.51682e-09, Par. = -0.00137677 0.000742402 -37.9783 39.5239
## It. 37, RSS = 1.51533e-09, Par. = -0.00134976 0.000758452 -38.4895 38.2875
## It. 38, RSS = 1.51422e-09, Par. = -0.00133379 0.000768384 -38.7856 37.5009
## It. 39, RSS = 1.51332e-09, Par. = -0.00130175 0.000787607 -39.3548 35.9495
## It. 40, RSS = 1.5117e-09, Par. = -0.00127239 0.000806201 -39.8593 34.3992
## It. 41, RSS = 1.51056e-09, Par. = -0.00125694 0.000816473 -40.1121 33.5208
## It. 42, RSS = 1.50962e-09, Par. = -0.0012255 0.000836317 -40.599 31.7884
## It. 43, RSS = 1.50812e-09, Par. = -0.00119629 0.000855549 -41.0201 30.0622
## It. 44, RSS = 1.50702e-09, Par. = -0.001178 0.000867941 -41.2601 28.9246
## It. 45, RSS = 1.5061e-09, Par. = -0.00114117 0.00089188 -41.7095 26.6746
## It. 46, RSS = 1.50432e-09, Par. = -0.00110688 0.000915036 -42.0656 24.4399
## It. 47, RSS = 1.5031e-09, Par. = -0.00108688 0.000928885 -42.2325 23.0757
## It. 48, RSS = 1.50203e-09, Par. = -0.00104614 0.000955543 -42.5344 20.3731
## It. 49, RSS = 1.50012e-09, Par. = -0.0010077 0.000981381 -42.7199 17.6944
## It. 50, RSS = 1.49865e-09, Par. = -0.000977085 0.0010019 -42.7894 15.5197
## It. 51, RSS = 1.4974e-09, Par. = -0.000915478 0.00104129 -42.8302 11.2054
## It. 52, RSS = 1.49392e-09, Par. = -0.000857038 0.00107935 -42.5964 6.95723
## It. 53, RSS = 1.49104e-09, Par. = -0.000738808 0.00115132 -41.7092 -1.42382
## It. 54, RSS = 1.48828e-09, Par. = -0.00071903 0.00116911 -41.1313 -3.04572
## It. 55, RSS = 1.4857e-09, Par. = -0.000664744 0.00119852 -40.213 -6.63796
## It. 56, RSS = 1.48425e-09, Par. = -0.000641601 0.00121172 -39.6814 -8.135
## It. 57, RSS = 1.48246e-09, Par. = -0.000592085 0.00123675 -38.5922 -11.2262
## It. 58, RSS = 1.48094e-09, Par. = -0.000541223 0.00126224 -37.2597 -14.2451
## It. 59, RSS = 1.47827e-09, Par. = -0.000495829 0.0012842 -35.9006 -16.743
## It. 60, RSS = 1.4765e-09, Par. = -0.000447408 0.0013064 -34.3168 -19.2062
## It. 61, RSS = 1.47308e-09, Par. = -0.000404256 0.00132559 -32.7436 -21.1636
## It. 62, RSS = 1.47008e-09, Par. = -0.000362133 0.00134342 -31.0899 -22.8545
## It. 63, RSS = 1.46691e-09, Par. = -0.000321291 0.00136007 -29.3608 -24.2489
## It. 64, RSS = 1.46333e-09, Par. = -0.000281772 0.00137558 -27.5677 -25.3344
## It. 65, RSS = 1.45925e-09, Par. = -0.000243628 0.00138999 -25.7215 -26.1001
## It. 66, RSS = 1.45452e-09, Par. = -0.000206905 0.00140335 -23.8336 -26.5365
## It. 67, RSS = 1.44898e-09, Par. = -0.000171643 0.00141568 -21.9154 -26.6358
## It. 68, RSS = 1.4424e-09, Par. = -0.000137884 0.001427 -19.9784 -26.3918
## It. 69, RSS = 1.43445e-09, Par. = -0.000105664 0.00143734 -18.0346 -25.8004
## It. 70, RSS = 1.42472e-09, Par. = -7.50154e-05 0.00144668 -16.096 -24.8597
## It. 71, RSS = 1.41263e-09, Par. = -4.59722e-05 0.00145506 -14.1748 -23.57
## It. 72, RSS = 1.39735e-09, Par. = -1.85656e-05 0.00146246 -12.2833 -21.9336
## It. 73, RSS = 1.37766e-09, Par. = 7.17158e-06 0.00146891 -10.4338 -19.9552
## It. 74, RSS = 1.34959e-09, Par. = 3.07229e-05 0.00147443 -8.67401 -17.6836
## It. 75, RSS = 1.30983e-09, Par. = 5.15433e-05 0.00147907 -7.0606 -15.222
## It. 76, RSS = 1.26075e-09, Par. = 6.99638e-05 0.00148288 -5.58546 -12.6179
## It. 77, RSS = 1.20272e-09, Par. = 8.64652e-05 0.00148615 -4.21659 -9.85139
## It. 78, RSS = 1.13255e-09, Par. = 0.000100145 0.00148936 -3.03036 -7.10439
## It. 79, RSS = 1.08795e-09, Par. = 0.000105616 0.0016062 -2.5423 -6.04527
## It. 80, RSS = 1.0781e-09, Par. = 0.000107179 0.00183915 -2.41507 -6.06246
## It. 81, RSS = 1.07179e-09, Par. = 0.000107831 0.00207862 -2.36106 -6.21075
## It. 82, RSS = 1.06906e-09, Par. = 0.00010814 0.00231808 -2.3371 -6.40921
## It. 83, RSS = 1.06748e-09, Par. = 0.00010829 0.00255753 -2.32658 -6.61944
## It. 84, RSS = 1.06638e-09, Par. = 0.000108365 0.00279699 -2.32246 -6.82665
## It. 85, RSS = 1.06555e-09, Par. = 0.000108401 0.00303645 -2.32143 -7.02495
## It. 86, RSS = 1.06488e-09, Par. = 0.000108418 0.00327591 -2.32187 -7.21231
## It. 87, RSS = 1.06437e-09, Par. = 0.00010843 0.00344561 -2.32182 -7.33196
## It. 88, RSS = 1.06402e-09, Par. = 0.000108425 0.00375197 -2.32454 -7.55665
## It. 89, RSS = 1.0635e-09, Par. = 0.000108418 0.00409138 -2.32701 -7.7775
## It. 90, RSS = 1.06297e-09, Par. = 0.000108413 0.0044308 -2.32896 -7.97738
## It. 91, RSS = 1.06254e-09, Par. = 0.000108409 0.00477022 -2.33062 -8.16182
## It. 92, RSS = 1.06218e-09, Par. = 0.000108406 0.00510964 -2.33206 -8.33307
## It. 93, RSS = 1.06186e-09, Par. = 0.000108403 0.00544906 -2.33333 -8.49292
## It. 94, RSS = 1.06162e-09, Par. = 0.000108403 0.00568029 -2.33384 -8.59227
## It. 95, RSS = 1.06145e-09, Par. = 0.000108397 0.00610583 -2.33552 -8.77775
## It. 96, RSS = 1.06119e-09, Par. = 0.000108392 0.00656828 -2.33695 -8.95962
## It. 0, RSS = 3.61471e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.63238e-08, Par. = -0.0020379 0.000204379 -17.2681 75.6213
## It. 2, RSS = 6.1689e-09, Par. = -0.00205009 0.000195295 -18.5099 74.6937
## It. 3, RSS = 4.80996e-09, Par. = -0.00209524 0.000213351 -20.1876 71.6006
## It. 4, RSS = 4.30933e-09, Par. = -0.00219631 0.000260835 -21.2371 65.3998
## It. 5, RSS = 2.72924e-09, Par. = -0.0023193 0.000310556 -21.2995 60.4546
## It. 6, RSS = 2.06368e-09, Par. = -0.00239319 0.000335165 -21.2223 58.7229
## It. 7, RSS = 1.97097e-09, Par. = -0.00255741 0.000382469 -21.2875 55.3508
## It. 8, RSS = 1.71567e-09, Par. = -0.0024351 0.000423515 -23.0202 55.4393
## It. 9, RSS = 1.69013e-09, Par. = -0.00241113 0.000431337 -23.4155 55.3327
## It. 10, RSS = 1.68856e-09, Par. = -0.00233836 0.000443524 -24.1921 55.3611
## It. 11, RSS = 1.68502e-09, Par. = -0.00226352 0.000456401 -25.013 55.2799
## It. 12, RSS = 1.68046e-09, Par. = -0.00219511 0.000468859 -25.7845 55.0946
## It. 13, RSS = 1.6772e-09, Par. = -0.0021254 0.000482244 -26.5927 54.8127
## It. 14, RSS = 1.67281e-09, Par. = -0.00206531 0.000495075 -27.3461 54.4836
## It. 15, RSS = 1.66978e-09, Par. = -0.00200525 0.000508868 -28.1385 54.0815
## It. 16, RSS = 1.666e-09, Par. = -0.00195282 0.000522085 -28.8774 53.6413
## It. 17, RSS = 1.66324e-09, Par. = -0.00190026 0.000536238 -29.6506 53.1235
## It. 18, RSS = 1.65993e-09, Par. = -0.00185392 0.000549815 -30.3713 52.5749
## It. 19, RSS = 1.65741e-09, Par. = -0.00180735 0.000564302 -31.1215 51.9448
## It. 20, RSS = 1.6545e-09, Par. = -0.00176589 0.000578216 -31.8202 51.2905
## It. 21, RSS = 1.65198e-09, Par. = -0.00172829 0.000591599 -32.4736 50.6211
## It. 22, RSS = 1.64995e-09, Par. = -0.00168825 0.000606512 -33.1839 49.8348
## It. 23, RSS = 1.64749e-09, Par. = -0.00165225 0.000620873 -33.8444 49.0314
## It. 24, RSS = 1.64534e-09, Par. = -0.00161923 0.000634711 -34.4611 48.2192
## It. 25, RSS = 1.64376e-09, Par. = -0.00160288 0.000642149 -34.7782 47.7612
## It. 26, RSS = 1.64249e-09, Par. = -0.00156977 0.000656535 -35.3956 46.8653
## It. 27, RSS = 1.64056e-09, Par. = -0.00153991 0.000670491 -35.9693 45.9542
## It. 28, RSS = 1.63913e-09, Par. = -0.00152281 0.000679014 -36.3038 45.3769
## It. 29, RSS = 1.63797e-09, Par. = -0.00148862 0.00069552 -36.9515 44.2405
## It. 30, RSS = 1.63595e-09, Par. = -0.00145784 0.000711504 -37.5451 43.0916
## It. 31, RSS = 1.63452e-09, Par. = -0.00144231 0.000720161 -37.8473 42.4479
## It. 32, RSS = 1.63336e-09, Par. = -0.00141075 0.000736902 -38.4344 41.1835
## It. 33, RSS = 1.63157e-09, Par. = -0.00138196 0.000753141 -38.9694 39.9128
## It. 34, RSS = 1.63026e-09, Par. = -0.001365 0.000763207 -39.2799 39.1031
## It. 35, RSS = 1.62918e-09, Par. = -0.00133095 0.000782687 -39.877 37.5055
## It. 36, RSS = 1.62724e-09, Par. = -0.00129987 0.000801553 -40.4073 35.9065
## It. 37, RSS = 1.62589e-09, Par. = -0.00128359 0.000811978 -40.6734 35.0003
## It. 38, RSS = 1.62477e-09, Par. = -0.00125046 0.000832115 -41.186 33.2132
## It. 39, RSS = 1.62298e-09, Par. = -0.00121979 0.000851654 -41.6307 31.4305
## It. 40, RSS = 1.62166e-09, Par. = -0.00120065 0.000864267 -41.8853 30.2541
## It. 41, RSS = 1.62057e-09, Par. = -0.0011621 0.000888635 -42.3628 27.9271
## It. 42, RSS = 1.61846e-09, Par. = -0.00112637 0.000912238 -42.7438 25.6139
## It. 43, RSS = 1.617e-09, Par. = -0.00110568 0.000926337 -42.9237 24.2051
## It. 44, RSS = 1.61574e-09, Par. = -0.0010635 0.000953475 -43.2509 21.4142
## It. 45, RSS = 1.61348e-09, Par. = -0.00102388 0.000979821 -43.4588 18.6468
## It. 46, RSS = 1.61175e-09, Par. = -0.000992628 0.00100065 -43.5438 16.4127
## It. 47, RSS = 1.61027e-09, Par. = -0.000929749 0.00104069 -43.615 11.9792
## It. 48, RSS = 1.60621e-09, Par. = -0.000870475 0.00107947 -43.4086 7.61543
## It. 49, RSS = 1.60308e-09, Par. = -0.000750838 0.00115295 -42.5723 -0.995392
## It. 50, RSS = 1.59958e-09, Par. = -0.000724965 0.00117478 -41.9103 -3.10223
## It. 51, RSS = 1.596e-09, Par. = -0.000657335 0.0012121 -40.7665 -7.66347
## It. 52, RSS = 1.59421e-09, Par. = -0.000642167 0.00122208 -40.3472 -8.6704
## It. 53, RSS = 1.59236e-09, Par. = -0.000607622 0.00123993 -39.5704 -10.8613
## It. 54, RSS = 1.59043e-09, Par. = -0.000575378 0.00125648 -38.7528 -12.8369
## It. 55, RSS = 1.5885e-09, Par. = -0.000547402 0.00127049 -37.9806 -14.4819
## It. 56, RSS = 1.5884e-09, Par. = -0.00048926 0.00129822 -36.3016 -17.7816
## It. 57, RSS = 1.5825e-09, Par. = -0.000463548 0.00131134 -35.3714 -19.0546
## It. 58, RSS = 1.58035e-09, Par. = -0.000443436 0.00132052 -34.6584 -20.019
## It. 59, RSS = 1.57916e-09, Par. = -0.000401578 0.00133868 -33.1492 -21.968
## It. 60, RSS = 1.57568e-09, Par. = -0.000363169 0.00135542 -31.6046 -23.5131
## It. 61, RSS = 1.57174e-09, Par. = -0.000325737 0.00137108 -30.0001 -24.8103
## It. 62, RSS = 1.56741e-09, Par. = -0.000289436 0.00138575 -28.3415 -25.8437
## It. 63, RSS = 1.56252e-09, Par. = -0.000254294 0.00139945 -26.6373 -26.6052
## It. 64, RSS = 1.55695e-09, Par. = -0.00022034 0.00141221 -24.8963 -27.0881
## It. 65, RSS = 1.55054e-09, Par. = -0.000187603 0.00142406 -23.1271 -27.2866
## It. 66, RSS = 1.54309e-09, Par. = -0.000156107 0.00143501 -21.3385 -27.1964
## It. 67, RSS = 1.53433e-09, Par. = -0.000125876 0.00144509 -19.5392 -26.8139
## It. 68, RSS = 1.5239e-09, Par. = -9.69311e-05 0.00145431 -17.7383 -26.1371
## It. 69, RSS = 1.51134e-09, Par. = -6.9294e-05 0.00146267 -15.9449 -25.1653
## It. 70, RSS = 1.49597e-09, Par. = -4.29853e-05 0.00147018 -14.1679 -23.8991
## It. 71, RSS = 1.47686e-09, Par. = -1.80265e-05 0.00147686 -12.4167 -22.3403
## It. 72, RSS = 1.45265e-09, Par. = 5.55899e-06 0.00148272 -10.7005 -20.4919
## It. 73, RSS = 1.42088e-09, Par. = 2.75985e-05 0.00148778 -9.03937 -18.3707
## It. 74, RSS = 1.37643e-09, Par. = 4.72506e-05 0.00149208 -7.5061 -16.0791
## It. 75, RSS = 1.32057e-09, Par. = 6.48064e-05 0.00149566 -6.0951 -13.6633
## It. 76, RSS = 1.2668e-09, Par. = 7.13507e-05 0.00149697 -5.54555 -12.5123
## It. 77, RSS = 1.21646e-09, Par. = 8.42059e-05 0.00149927 -4.49719 -10.4897
## It. 78, RSS = 1.15685e-09, Par. = 9.08026e-05 0.0015005 -3.90518 -9.10865
## It. 79, RSS = 1.09126e-09, Par. = 0.000103931 0.00150296 -2.7796 -6.55477
## It. 80, RSS = 1.01816e-09, Par. = 0.000111174 0.00161817 -2.05923 -4.79319
## It. 81, RSS = 9.85589e-10, Par. = 0.000112671 0.00185544 -1.92876 -4.6725
## It. 82, RSS = 9.78004e-10, Par. = 0.000113283 0.0020073 -1.87475 -4.64886
## It. 83, RSS = 9.77906e-10, Par. = 0.00011353 0.00231105 -1.8566 -4.89611
## It. 84, RSS = 9.74692e-10, Par. = 0.000113659 0.00246294 -1.84456 -4.96366
## It. 85, RSS = 9.7424e-10, Par. = 0.000113708 0.0027667 -1.84327 -5.20107
## It. 86, RSS = 9.72933e-10, Par. = 0.000113725 0.00307047 -1.84356 -5.40386
## It. 87, RSS = 9.71978e-10, Par. = 0.00011373 0.00337425 -1.84484 -5.59085
## It. 88, RSS = 9.71234e-10, Par. = 0.000113728 0.00367802 -1.84647 -5.76322
## It. 89, RSS = 9.70633e-10, Par. = 0.000113723 0.0039818 -1.84816 -5.92249
## It. 90, RSS = 9.70184e-10, Par. = 0.00011372 0.00418731 -1.84902 -6.01935
## It. 91, RSS = 9.69868e-10, Par. = 0.000113712 0.00455879 -1.8512 -6.19697
## It. 92, RSS = 9.6942e-10, Par. = 0.000113703 0.0049698 -1.85317 -6.37143
## It. 93, RSS = 9.68972e-10, Par. = 0.000113695 0.00538081 -1.85479 -6.52969
## It. 94, RSS = 9.68602e-10, Par. = 0.000113689 0.00579182 -1.85617 -6.67583
## It. 95, RSS = 9.6829e-10, Par. = 0.000113683 0.00620284 -1.85737 -6.81158
## It. 96, RSS = 9.68657e-10, Par. = 0.000113683 0.00620284 -1.85737 -6.81158
## It. 0, RSS = 3.40033e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.41932e-08, Par. = -0.00190074 0.000208023 -17.1494 71.8542
## It. 2, RSS = 5.59864e-09, Par. = -0.00191687 0.0001996 -18.3568 70.6989
## It. 3, RSS = 4.73781e-09, Par. = -0.00196759 0.00022092 -19.6259 67.447
## It. 4, RSS = 4.39326e-09, Par. = -0.00207869 0.000270212 -20.4547 60.9022
## It. 5, RSS = 2.66616e-09, Par. = -0.00214124 0.000297202 -20.3401 58.9043
## It. 6, RSS = 2.41883e-09, Par. = -0.00230455 0.000345961 -20.4139 54.4953
## It. 7, RSS = 1.89821e-09, Par. = -0.0024143 0.000402933 -20.9955 52.0836
## It. 8, RSS = 1.79232e-09, Par. = -0.00222858 0.000436571 -22.8702 52.4991
## It. 9, RSS = 1.77468e-09, Par. = -0.00206448 0.000467296 -24.7624 52.1941
## It. 10, RSS = 1.67215e-09, Par. = -0.00200156 0.000484003 -25.6815 51.7076
## It. 11, RSS = 1.66742e-09, Par. = -0.00198893 0.000488068 -25.8854 51.5751
## It. 12, RSS = 1.66549e-09, Par. = -0.00195731 0.000495428 -26.291 51.3741
## It. 13, RSS = 1.6642e-09, Par. = -0.00189771 0.000509534 -27.0744 50.9591
## It. 14, RSS = 1.65971e-09, Par. = -0.00184742 0.000523105 -27.8011 50.4905
## It. 15, RSS = 1.6567e-09, Par. = -0.00179508 0.000538214 -28.589 49.9211
## It. 16, RSS = 1.65272e-09, Par. = -0.00174944 0.000552666 -29.3182 49.319
## It. 17, RSS = 1.64975e-09, Par. = -0.00170341 0.000568155 -30.0786 48.6254
## It. 18, RSS = 1.6463e-09, Par. = -0.00166271 0.000582984 -30.7819 47.9084
## It. 19, RSS = 1.64359e-09, Par. = -0.00162153 0.000598807 -31.5106 47.0966
## It. 20, RSS = 1.64055e-09, Par. = -0.00158471 0.000613976 -32.1838 46.2683
## It. 21, RSS = 1.63793e-09, Par. = -0.00155114 0.000628542 -32.8086 45.4316
## It. 22, RSS = 1.63601e-09, Par. = -0.00153436 0.00063647 -33.1329 44.9528
## It. 23, RSS = 1.63448e-09, Par. = -0.00150038 0.000651764 -33.7625 44.0173
## It. 24, RSS = 1.63213e-09, Par. = -0.00146997 0.000666557 -34.3432 43.0665
## It. 25, RSS = 1.6304e-09, Par. = -0.00145244 0.000675673 -34.6835 42.4577
## It. 26, RSS = 1.62902e-09, Par. = -0.00141737 0.00069328 -35.3399 41.2606
## It. 27, RSS = 1.62656e-09, Par. = -0.00138601 0.000710276 -35.9355 40.0519
## It. 28, RSS = 1.62483e-09, Par. = -0.00136992 0.00071964 -36.2419 39.3626
## It. 29, RSS = 1.62344e-09, Par. = -0.00133723 0.000737701 -36.835 38.0091
## It. 30, RSS = 1.62126e-09, Par. = -0.00130755 0.000755167 -37.3685 36.6511
## It. 31, RSS = 1.61966e-09, Par. = -0.00128987 0.000766105 -37.678 35.776
## It. 32, RSS = 1.61837e-09, Par. = -0.00125436 0.000787214 -38.27 34.0507
## It. 33, RSS = 1.616e-09, Par. = -0.00122206 0.000807593 -38.785 32.3272
## It. 34, RSS = 1.61435e-09, Par. = -0.00120461 0.000819173 -39.0454 31.3224
## It. 35, RSS = 1.61299e-09, Par. = -0.00116907 0.000841472 -39.5428 29.341
## It. 36, RSS = 1.61074e-09, Par. = -0.00113625 0.000863043 -39.9583 27.3687
## It. 37, RSS = 1.6091e-09, Par. = -0.00111507 0.000877366 -40.1929 26.0286
## It. 38, RSS = 1.60774e-09, Par. = -0.00107237 0.000904939 -40.6219 23.3779
## It. 39, RSS = 1.60495e-09, Par. = -0.00103279 0.000931565 -40.9279 20.7497
## It. 40, RSS = 1.60305e-09, Par. = -0.00100733 0.000949004 -41.0609 18.9921
## It. 41, RSS = 1.60135e-09, Par. = -0.000955543 0.000982421 -41.2706 15.5075
## It. 42, RSS = 1.59789e-09, Par. = -0.000906843 0.00101475 -41.2936 12.0655
## It. 43, RSS = 1.59702e-09, Par. = -0.00080967 0.00107614 -41.0611 5.27375
## It. 44, RSS = 1.5903e-09, Par. = -0.000766694 0.00110678 -40.5351 2.00736
## It. 45, RSS = 1.58469e-09, Par. = -0.000669566 0.00116312 -39.373 -4.60759
## It. 46, RSS = 1.583e-09, Par. = -0.000653498 0.00117624 -38.8848 -5.76767
## It. 47, RSS = 1.58045e-09, Par. = -0.000612133 0.00119816 -38.0692 -8.3907
## It. 48, RSS = 1.57813e-09, Par. = -0.000579253 0.00121553 -37.304 -10.4064
## It. 49, RSS = 1.57782e-09, Par. = -0.000510519 0.00124961 -35.6109 -14.4623
## It. 50, RSS = 1.57091e-09, Par. = -0.000480534 0.00126567 -34.6187 -16.0326
## It. 51, RSS = 1.5682e-09, Par. = -0.000459685 0.0012755 -33.944 -17.0725
## It. 52, RSS = 1.56639e-09, Par. = -0.000416155 0.00129479 -32.5182 -19.1961
## It. 53, RSS = 1.56265e-09, Par. = -0.000376166 0.00131256 -31.0401 -20.9166
## It. 54, RSS = 1.55832e-09, Par. = -0.000337177 0.00132916 -29.4928 -22.3875
## It. 55, RSS = 1.55357e-09, Par. = -0.000299358 0.00134469 -27.8828 -23.592
## It. 56, RSS = 1.54822e-09, Par. = -0.000262746 0.00135917 -26.2195 -24.5205
## It. 57, RSS = 1.54212e-09, Par. = -0.000227379 0.00137266 -24.5122 -25.1645
## It. 58, RSS = 1.53511e-09, Par. = -0.000193292 0.00138517 -22.7702 -25.5168
## It. 59, RSS = 1.52694e-09, Par. = -0.000160515 0.00139673 -21.0032 -25.5717
## It. 60, RSS = 1.51733e-09, Par. = -0.00012908 0.00140737 -19.2207 -25.3245
## It. 61, RSS = 1.50587e-09, Par. = -9.90115e-05 0.00141709 -17.4325 -24.7722
## It. 62, RSS = 1.49202e-09, Par. = -7.0337e-05 0.00142591 -15.6485 -23.9135
## It. 63, RSS = 1.47503e-09, Par. = -4.3081e-05 0.00143383 -13.8788 -22.7484
## It. 64, RSS = 1.45384e-09, Par. = -1.72687e-05 0.00144086 -12.1333 -21.2787
## It. 65, RSS = 1.42691e-09, Par. = 7.07362e-06 0.00144703 -10.4223 -19.5076
## It. 66, RSS = 1.39174e-09, Par. = 2.98514e-05 0.00145233 -8.76049 -17.4449
## It. 67, RSS = 1.34171e-09, Par. = 5.00435e-05 0.00145682 -7.23171 -15.201
## It. 68, RSS = 1.27908e-09, Par. = 6.79868e-05 0.00146055 -5.8301 -12.8293
## It. 69, RSS = 1.21599e-09, Par. = 7.54435e-05 0.00146206 -5.22145 -11.5769
## It. 70, RSS = 1.1593e-09, Par. = 8.93846e-05 0.00146463 -4.112 -9.4332
## It. 71, RSS = 1.09846e-09, Par. = 9.42921e-05 0.00146561 -3.66731 -8.33628
## It. 72, RSS = 1.03393e-09, Par. = 0.000104679 0.00146762 -2.80326 -6.39484
## It. 73, RSS = 9.88432e-10, Par. = 0.000111639 0.00155987 -2.15371 -4.88939
## It. 74, RSS = 9.64064e-10, Par. = 0.000112879 0.00174372 -2.04161 -4.79001
## It. 75, RSS = 9.59967e-10, Par. = 0.000113367 0.00187176 -2.0016 -4.81793
## It. 76, RSS = 9.59598e-10, Par. = 0.000113527 0.00212785 -1.99271 -5.0884
## It. 77, RSS = 9.57229e-10, Par. = 0.000113606 0.0022559 -1.98632 -5.17795
## It. 78, RSS = 9.56693e-10, Par. = 0.000113618 0.002512 -1.98909 -5.42894
## It. 79, RSS = 9.55531e-10, Par. = 0.000113614 0.0027681 -1.99202 -5.64406
## It. 80, RSS = 9.54644e-10, Par. = 0.000113604 0.00302421 -1.99504 -5.84119
## It. 81, RSS = 9.53935e-10, Par. = 0.000113593 0.00328033 -1.99787 -6.02236
## It. 82, RSS = 9.53351e-10, Par. = 0.000113582 0.00353645 -2.00043 -6.18961
## It. 83, RSS = 9.52908e-10, Par. = 0.000113575 0.00371851 -2.00187 -6.29734
## It. 84, RSS = 9.52591e-10, Par. = 0.000113562 0.0040472 -2.00488 -6.4922
## It. 85, RSS = 9.52127e-10, Par. = 0.000113549 0.00441132 -2.00753 -6.68353
## It. 86, RSS = 9.51657e-10, Par. = 0.000113538 0.00477545 -2.00969 -6.85684
## It. 87, RSS = 9.51269e-10, Par. = 0.00011353 0.00513958 -2.01152 -7.01677
## It. 88, RSS = 9.50942e-10, Par. = 0.000113522 0.00550371 -2.0131 -7.16524
## It. 89, RSS = 9.50662e-10, Par. = 0.000113516 0.00586784 -2.01449 -7.30379
## It. 90, RSS = 9.50448e-10, Par. = 0.000113512 0.00611306 -2.01523 -7.38943
## It. 91, RSS = 9.50288e-10, Par. = 0.000113505 0.00656489 -2.01676 -7.54785
## It. 92, RSS = 9.50053e-10, Par. = 0.000113498 0.00705531 -2.01813 -7.70336
## It. 93, RSS = 9.49818e-10, Par. = 0.000113493 0.00754574 -2.01928 -7.84694
## It. 94, RSS = 9.49617e-10, Par. = 0.000113488 0.00803617 -2.02028 -7.98115
## It. 95, RSS = 9.49442e-10, Par. = 0.000113484 0.0085266 -2.02116 -8.10714
## It. 96, RSS = 9.4929e-10, Par. = 0.00011348 0.00901702 -2.02194 -8.22588
## It. 0, RSS = 3.21698e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.33445e-08, Par. = -0.00188833 0.000205565 -16.7385 71.5366
## It. 2, RSS = 4.61189e-09, Par. = -0.00190585 0.000197133 -18.1686 70.2597
## It. 3, RSS = 3.94398e-09, Par. = -0.00195968 0.00022198 -19.4938 66.7966
## It. 4, RSS = 3.117e-09, Par. = -0.00201085 0.000246666 -19.8017 63.792
## It. 5, RSS = 2.95696e-09, Par. = -0.00212777 0.000294454 -20.1391 57.6363
## It. 6, RSS = 1.73739e-09, Par. = -0.00219664 0.000320246 -20.0165 55.9644
## It. 7, RSS = 1.53429e-09, Par. = -0.00228099 0.000343752 -20.0103 54.1839
## It. 8, RSS = 1.43836e-09, Par. = -0.00227843 0.000393791 -21.4308 52.9212
## It. 9, RSS = 1.39066e-09, Par. = -0.0022219 0.000407909 -22.1213 52.968
## It. 10, RSS = 1.38806e-09, Par. = -0.00220256 0.000411793 -22.3634 52.962
## It. 11, RSS = 1.38571e-09, Par. = -0.00215961 0.000418878 -22.8393 52.9876
## It. 12, RSS = 1.38316e-09, Par. = -0.00212042 0.000425532 -23.2836 52.971
## It. 13, RSS = 1.3826e-09, Par. = -0.00204466 0.00043846 -24.1384 52.8857
## It. 14, RSS = 1.37647e-09, Par. = -0.00201292 0.000444826 -24.5399 52.7603
## It. 15, RSS = 1.3753e-09, Par. = -0.00194779 0.000457049 -25.3108 52.5255
## It. 16, RSS = 1.37097e-09, Par. = -0.00189308 0.000468799 -26.0301 52.2307
## It. 17, RSS = 1.36808e-09, Par. = -0.00183656 0.000481877 -26.8125 51.8566
## It. 18, RSS = 1.36423e-09, Par. = -0.00178764 0.000494391 -27.5401 51.4425
## It. 19, RSS = 1.36139e-09, Par. = -0.00173858 0.000507829 -28.3034 50.9519
## It. 20, RSS = 1.35806e-09, Par. = -0.00169556 0.000520694 -29.013 50.4304
## It. 21, RSS = 1.35548e-09, Par. = -0.00165227 0.000534452 -29.7534 49.8283
## It. 22, RSS = 1.35255e-09, Par. = -0.00161392 0.000547641 -30.4413 49.2022
## It. 23, RSS = 1.3502e-09, Par. = -0.00157523 0.000561693 -31.1551 48.4923
## It. 24, RSS = 1.34761e-09, Par. = -0.0015406 0.00057518 -31.8178 47.7647
## It. 25, RSS = 1.34535e-09, Par. = -0.00150905 0.000588142 -32.4356 47.0271
## It. 26, RSS = 1.34369e-09, Par. = -0.00149257 0.000595494 -32.7717 46.586
## It. 27, RSS = 1.34236e-09, Par. = -0.00145941 0.000609685 -33.4236 45.7234
## It. 28, RSS = 1.34022e-09, Par. = -0.0014299 0.000623401 -34.0263 44.8426
## It. 29, RSS = 1.33867e-09, Par. = -0.00141378 0.00063147 -34.3643 44.3019
## It. 30, RSS = 1.33743e-09, Par. = -0.0013814 0.000647054 -35.0183 43.2408
## It. 31, RSS = 1.33535e-09, Par. = -0.00135245 0.000662106 -35.617 42.1662
## It. 32, RSS = 1.33387e-09, Par. = -0.00133702 0.000670714 -35.9399 41.5285
## It. 33, RSS = 1.33267e-09, Par. = -0.00130584 0.000687331 -36.5647 40.2764
## It. 34, RSS = 1.33072e-09, Par. = -0.00127769 0.000703386 -37.1307 39.0167
## It. 35, RSS = 1.32932e-09, Par. = -0.00126187 0.000712947 -37.4453 38.2427
## It. 36, RSS = 1.32818e-09, Par. = -0.00122998 0.000731401 -38.0509 36.719
## It. 37, RSS = 1.32622e-09, Par. = -0.00120102 0.000749221 -38.5884 35.1938
## It. 38, RSS = 1.32484e-09, Par. = -0.00118494 0.00075963 -38.8748 34.2778
## It. 39, RSS = 1.3237e-09, Par. = -0.00115236 0.000779702 -39.4235 32.4724
## It. 40, RSS = 1.32177e-09, Par. = -0.00112246 0.000799095 -39.8959 30.6724
## It. 41, RSS = 1.32039e-09, Par. = -0.00110463 0.000811097 -40.1535 29.5307
## It. 42, RSS = 1.31925e-09, Par. = -0.00106856 0.000834222 -40.6381 27.2752
## It. 43, RSS = 1.31714e-09, Par. = -0.0010352 0.000856555 -41.0247 25.034
## It. 44, RSS = 1.31567e-09, Par. = -0.00101463 0.000870683 -41.2197 23.5842
## It. 45, RSS = 1.3144e-09, Par. = -0.000972863 0.000897834 -41.5695 20.7138
## It. 46, RSS = 1.31196e-09, Par. = -0.000933802 0.00092407 -41.7843 17.8706
## It. 47, RSS = 1.31016e-09, Par. = -0.000903829 0.000944207 -41.8623 15.6374
## It. 48, RSS = 1.30857e-09, Par. = -0.000843309 0.000982767 -41.9158 11.2068
## It. 49, RSS = 1.30447e-09, Par. = -0.000786146 0.00101998 -41.6753 6.8468
## It. 50, RSS = 1.30072e-09, Par. = -0.000670306 0.00109027 -40.7447 -1.75714
## It. 51, RSS = 1.29768e-09, Par. = -0.000652547 0.00110705 -40.1517 -3.31063
## It. 52, RSS = 1.29474e-09, Par. = -0.000601951 0.00113435 -39.226 -6.8061
## It. 53, RSS = 1.29289e-09, Par. = -0.000576082 0.00114878 -38.6025 -8.54498
## It. 54, RSS = 1.29084e-09, Par. = -0.000521007 0.00117639 -37.2861 -12.112
## It. 55, RSS = 1.28888e-09, Par. = -0.000470117 0.00120184 -35.7906 -15.1948
## It. 56, RSS = 1.28743e-09, Par. = -0.000415507 0.0012276 -33.9871 -18.221
## It. 57, RSS = 1.27938e-09, Par. = -0.000392184 0.00123897 -33.0601 -19.3129
## It. 58, RSS = 1.27714e-09, Par. = -0.000372868 0.0012473 -32.3124 -20.203
## It. 59, RSS = 1.27613e-09, Par. = -0.000332564 0.00126384 -30.7223 -21.9934
## It. 60, RSS = 1.27071e-09, Par. = -0.000314593 0.00127168 -29.9039 -22.6178
## It. 61, RSS = 1.27028e-09, Par. = -0.000275871 0.00128668 -28.1928 -23.9905
## It. 62, RSS = 1.26297e-09, Par. = -0.00025879 0.00129376 -27.3321 -24.3901
## It. 63, RSS = 1.26005e-09, Par. = -0.000241053 0.00130035 -26.4571 -24.8182
## It. 64, RSS = 1.25709e-09, Par. = -0.00022488 0.00130625 -25.6341 -25.145
## It. 65, RSS = 1.25669e-09, Par. = -0.00019098 0.00131816 -23.8795 -25.7407
## It. 66, RSS = 1.24689e-09, Par. = -0.000176205 0.00132374 -23.0245 -25.7661
## It. 67, RSS = 1.24687e-09, Par. = -0.00014399 0.00133442 -21.2143 -25.9201
## It. 68, RSS = 1.23406e-09, Par. = -0.000130139 0.00133938 -20.3495 -25.7223
## It. 69, RSS = 1.22909e-09, Par. = -0.000115237 0.00134409 -19.4406 -25.555
## It. 70, RSS = 1.2239e-09, Par. = -0.000102121 0.00134817 -18.6195 -25.3284
## It. 71, RSS = 1.22236e-09, Par. = -7.44023e-05 0.0013564 -16.8654 -24.7604
## It. 72, RSS = 1.20543e-09, Par. = -6.26839e-05 0.00136014 -16.0508 -24.2345
## It. 73, RSS = 1.20309e-09, Par. = -3.66515e-05 0.00136731 -14.2979 -23.2387
## It. 74, RSS = 1.18086e-09, Par. = -2.5859e-05 0.00137049 -13.5005 -22.5081
## It. 75, RSS = 1.17673e-09, Par. = -1.6122e-06 0.00137657 -11.7719 -21.0836
## It. 76, RSS = 1.14705e-09, Par. = 8.21825e-06 0.0013792 -11.0018 -20.1514
## It. 77, RSS = 1.13915e-09, Par. = 3.05358e-05 0.00138418 -9.32487 -18.3084
## It. 78, RSS = 1.09616e-09, Par. = 4.81701e-05 0.00138826 -7.89621 -16.2728
## It. 79, RSS = 1.06666e-09, Par. = 5.31406e-05 0.0013894 -7.48508 -15.5383
## It. 80, RSS = 1.04089e-09, Par. = 6.3628e-05 0.0013915 -6.63851 -14.2241
## It. 81, RSS = 1.01961e-09, Par. = 8.28078e-05 0.00139527 -5.03968 -11.4799
## It. 82, RSS = 9.24885e-10, Par. = 9.89579e-05 0.00139837 -3.56713 -8.30977
## It. 83, RSS = 8.11154e-10, Par. = 0.000107923 0.00140014 -2.74005 -6.21963
## It. 84, RSS = 7.8552e-10, Par. = 0.000113486 0.00148459 -2.23102 -5.09772
## It. 85, RSS = 7.73695e-10, Par. = 0.000114485 0.00166238 -2.13194 -5.07083
## It. 86, RSS = 7.70276e-10, Par. = 0.000114874 0.00177839 -2.09788 -5.11341
## It. 87, RSS = 7.70023e-10, Par. = 0.000114986 0.00201041 -2.09306 -5.3979
## It. 88, RSS = 7.68282e-10, Par. = 0.000115037 0.00212643 -2.08909 -5.49784
## It. 89, RSS = 7.67888e-10, Par. = 0.000115035 0.00235845 -2.0934 -5.75753
## It. 90, RSS = 7.67004e-10, Par. = 0.000115022 0.00259049 -2.09728 -5.98042
## It. 91, RSS = 7.6632e-10, Par. = 0.000115008 0.00282253 -2.1009 -6.18431
## It. 92, RSS = 7.6577e-10, Par. = 0.000114995 0.00305458 -2.10415 -6.37164
## It. 93, RSS = 7.65316e-10, Par. = 0.000114983 0.00328662 -2.10702 -6.54464
## It. 94, RSS = 7.64973e-10, Par. = 0.000114976 0.00344315 -2.10853 -6.65014
## It. 95, RSS = 7.64727e-10, Par. = 0.000114962 0.00372786 -2.11167 -6.84357
## It. 0, RSS = 3.03807e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.18475e-08, Par. = -0.00186492 0.000207565 -17.1302 71.7043
## It. 2, RSS = 4.46795e-09, Par. = -0.00190371 0.000210631 -19.405 69.0096
## It. 3, RSS = 3.69594e-09, Par. = -0.00199286 0.000252109 -20.4081 63.7905
## It. 4, RSS = 2.5993e-09, Par. = -0.0020961 0.00029496 -20.5282 59.0814
## It. 5, RSS = 2.0708e-09, Par. = -0.00215126 0.000314486 -20.4707 57.6246
## It. 6, RSS = 1.87912e-09, Par. = -0.0022783 0.000351311 -20.5247 54.6513
## It. 7, RSS = 1.69591e-09, Par. = -0.0022667 0.000390454 -21.6238 53.8009
## It. 8, RSS = 1.68424e-09, Par. = -0.00224628 0.000397235 -21.9193 53.7842
## It. 9, RSS = 1.68099e-09, Par. = -0.00219111 0.00040644 -22.5499 53.8901
## It. 10, RSS = 1.67708e-09, Par. = -0.00213222 0.000416078 -23.2259 53.9382
## It. 11, RSS = 1.67291e-09, Par. = -0.00207719 0.000425435 -23.8694 53.9077
## It. 12, RSS = 1.66983e-09, Par. = -0.00204981 0.000430454 -24.2044 53.8472
## It. 13, RSS = 1.66733e-09, Par. = -0.00199407 0.000440172 -24.8543 53.7229
## It. 14, RSS = 1.66363e-09, Par. = -0.00194339 0.000449651 -25.4724 53.5245
## It. 15, RSS = 1.66082e-09, Par. = -0.0019171 0.00045519 -25.8215 53.3824
## It. 16, RSS = 1.65861e-09, Par. = -0.00186498 0.000465857 -26.4976 53.1108
## It. 17, RSS = 1.65502e-09, Par. = -0.00181989 0.000476177 -27.1342 52.7961
## It. 18, RSS = 1.65243e-09, Par. = -0.00179679 0.000482078 -27.4861 52.591
## It. 19, RSS = 1.65039e-09, Par. = -0.00175072 0.000493439 -28.1682 52.1961
## It. 20, RSS = 1.64712e-09, Par. = -0.00171064 0.000504427 -28.8085 51.7631
## It. 21, RSS = 1.64476e-09, Par. = -0.0016895 0.000510845 -29.1695 51.4854
## It. 22, RSS = 1.64289e-09, Par. = -0.00164731 0.000523214 -29.869 50.9459
## It. 23, RSS = 1.63981e-09, Par. = -0.00161053 0.000535167 -30.5223 50.3721
## It. 24, RSS = 1.6376e-09, Par. = -0.00159141 0.000542017 -30.8822 50.0182
## It. 25, RSS = 1.63586e-09, Par. = -0.0015531 0.000555224 -31.5798 49.3293
## It. 26, RSS = 1.63303e-09, Par. = -0.00151945 0.000567983 -32.2286 48.6115
## It. 27, RSS = 1.631e-09, Par. = -0.00150143 0.000575455 -32.5923 48.1664
## It. 28, RSS = 1.62938e-09, Par. = -0.00146531 0.000589866 -33.2969 47.2959
## It. 29, RSS = 1.62669e-09, Par. = -0.00143345 0.00060378 -33.9473 46.4015
## It. 30, RSS = 1.62478e-09, Par. = -0.00141657 0.000611797 -34.3037 45.861
## It. 31, RSS = 1.62324e-09, Par. = -0.00138258 0.000627259 -34.9939 44.8025
## It. 32, RSS = 1.62074e-09, Par. = -0.00135236 0.000642189 -35.6261 43.7265
## It. 33, RSS = 1.61894e-09, Par. = -0.0013358 0.000650993 -35.9781 43.0664
## It. 34, RSS = 1.6175e-09, Par. = -0.00130245 0.000667973 -36.658 41.7702
## It. 35, RSS = 1.61507e-09, Par. = -0.00127262 0.000684362 -37.2728 40.4625
## It. 36, RSS = 1.61334e-09, Par. = -0.00125632 0.000693926 -37.607 39.6731
## It. 37, RSS = 1.61194e-09, Par. = -0.00122337 0.000712362 -38.2509 38.1209
## It. 38, RSS = 1.6096e-09, Par. = -0.0011936 0.000730161 -38.823 36.5643
## It. 39, RSS = 1.60794e-09, Par. = -0.00117662 0.000740879 -39.1381 35.5994
## It. 40, RSS = 1.60657e-09, Par. = -0.00114228 0.000761529 -39.7404 33.6978
## It. 41, RSS = 1.60418e-09, Par. = -0.00111101 0.000781462 -40.2577 31.7997
## It. 42, RSS = 1.60251e-09, Par. = -0.00109285 0.000793555 -40.5335 30.6186
## It. 43, RSS = 1.60111e-09, Par. = -0.00105601 0.000816822 -41.0537 28.2864
## It. 44, RSS = 1.59861e-09, Par. = -0.0010221 0.000839292 -41.4702 25.9672
## It. 45, RSS = 1.59684e-09, Par. = -0.00100056 0.000853959 -41.6888 24.4184
## It. 46, RSS = 1.59534e-09, Par. = -0.000956917 0.000882123 -42.0791 21.3525
## It. 47, RSS = 1.59232e-09, Par. = -0.000916348 0.00090932 -42.3183 18.3155
## It. 48, RSS = 1.59013e-09, Par. = -0.000885667 0.000929964 -42.4037 15.9568
## It. 49, RSS = 1.58816e-09, Par. = -0.000823597 0.000969449 -42.4648 11.2762
## It. 50, RSS = 1.58326e-09, Par. = -0.000765205 0.00100758 -42.2058 6.67244
## It. 51, RSS = 1.57836e-09, Par. = -0.00064669 0.00107962 -41.1973 -2.41657
## It. 52, RSS = 1.57508e-09, Par. = -0.000631817 0.0010953 -40.6058 -3.81648
## It. 53, RSS = 1.57193e-09, Par. = -0.0005864 0.00112006 -39.7249 -7.05325
## It. 54, RSS = 1.56944e-09, Par. = -0.000551726 0.0011389 -38.895 -9.45086
## It. 55, RSS = 1.56922e-09, Par. = -0.000478749 0.00117568 -37.0326 -14.2897
## It. 56, RSS = 1.56176e-09, Par. = -0.000447418 0.00119292 -35.903 -16.1344
## It. 57, RSS = 1.55868e-09, Par. = -0.000427973 0.00120226 -35.2174 -17.2097
## It. 58, RSS = 1.55649e-09, Par. = -0.000387157 0.00122041 -33.7756 -19.433
## It. 59, RSS = 1.55271e-09, Par. = -0.000349644 0.00123715 -32.2789 -21.2479
## It. 60, RSS = 1.54837e-09, Par. = -0.000313058 0.00125279 -30.7097 -22.8107
## It. 61, RSS = 1.54359e-09, Par. = -0.000277549 0.00126743 -29.0749 -24.1049
## It. 62, RSS = 1.53822e-09, Par. = -0.000243153 0.00128109 -27.3839 -25.1203
## It. 63, RSS = 1.53211e-09, Par. = -0.000209904 0.00129382 -25.6459 -25.8482
## It. 64, RSS = 1.52508e-09, Par. = -0.000177835 0.00130564 -23.8706 -26.2811
## It. 65, RSS = 1.51692e-09, Par. = -0.000146975 0.00131658 -22.0675 -26.4128
## It. 66, RSS = 1.50733e-09, Par. = -0.000117352 0.00132666 -20.2463 -26.2382
## It. 67, RSS = 1.49592e-09, Par. = -8.89898e-05 0.00133589 -18.4168 -25.7539
## It. 68, RSS = 1.48215e-09, Par. = -6.19133e-05 0.00134428 -16.589 -24.9579
## It. 69, RSS = 1.46527e-09, Par. = -3.61453e-05 0.00135183 -14.7729 -23.8499
## It. 70, RSS = 1.44423e-09, Par. = -1.17087e-05 0.00135856 -12.9788 -22.4313
## It. 71, RSS = 1.41746e-09, Par. = 1.1373e-05 0.00136448 -11.2169 -20.7046
## It. 72, RSS = 1.38256e-09, Par. = 3.30728e-05 0.0013696 -9.49757 -18.6741
## It. 73, RSS = 1.33367e-09, Par. = 5.25571e-05 0.00137396 -7.8954 -16.429
## It. 74, RSS = 1.29429e-09, Par. = 5.66867e-05 0.00137497 -7.53236 -15.7218
## It. 75, RSS = 1.26288e-09, Par. = 6.5966e-05 0.00137681 -6.75839 -14.5111
## It. 76, RSS = 1.21482e-09, Par. = 8.40526e-05 0.0013803 -5.21202 -11.8693
## It. 77, RSS = 1.08492e-09, Par. = 9.80961e-05 0.00138292 -3.89598 -9.04976
## It. 78, RSS = 1.00356e-09, Par. = 0.000102483 0.0013837 -3.48701 -7.99108
## It. 79, RSS = 9.04777e-10, Par. = 0.000111233 0.00138518 -2.68556 -6.1401
## It. 80, RSS = 8.31932e-10, Par. = 0.000121962 0.00144298 -1.59676 -3.42929
## It. 81, RSS = 7.39298e-10, Par. = 0.000122216 0.00161103 -1.52979 -3.2744
## It. 82, RSS = 7.38061e-10, Par. = 0.000122466 0.00170543 -1.5113 -3.31711
## It. 83, RSS = 7.3723e-10, Par. = 0.000122529 0.00189422 -1.50816 -3.49229
## It. 84, RSS = 7.35988e-10, Par. = 0.000122543 0.00208301 -1.50887 -3.65055
## It. 85, RSS = 7.35054e-10, Par. = 0.00012254 0.00227181 -1.51118 -3.80009
## It. 86, RSS = 7.34357e-10, Par. = 0.000122532 0.00242002 -1.51316 -3.90744
## It. 87, RSS = 7.34019e-10, Par. = 0.000122514 0.00271645 -1.51773 -4.12081
## It. 88, RSS = 7.33077e-10, Par. = 0.000122495 0.00301288 -1.52129 -4.29962
## It. 89, RSS = 7.3237e-10, Par. = 0.00012248 0.00330932 -1.52427 -4.46092
## It. 90, RSS = 7.31815e-10, Par. = 0.000122467 0.00360576 -1.52679 -4.60763
## It. 91, RSS = 7.31363e-10, Par. = 0.000122457 0.0039022 -1.52893 -4.74208
## It. 92, RSS = 7.30988e-10, Par. = 0.000122447 0.00419865 -1.53078 -4.86611
## It. 93, RSS = 7.30702e-10, Par. = 0.000122441 0.00440795 -1.53192 -4.94608
## It. 94, RSS = 7.30496e-10, Par. = 0.000122432 0.00478735 -1.53378 -5.08947
## It. 95, RSS = 7.30192e-10, Par. = 0.000122424 0.00520596 -1.53547 -5.23039
## It. 0, RSS = 2.93122e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 1.05888e-08, Par. = -0.00176015 0.000212019 -17.336 69.0817
## It. 2, RSS = 5.01564e-09, Par. = -0.00179989 0.000215569 -19.0461 66.5109
## It. 3, RSS = 4.23416e-09, Par. = -0.00188166 0.000251277 -19.8568 61.8945
## It. 4, RSS = 3.26384e-09, Par. = -0.00197331 0.000288326 -19.9722 57.7356
## It. 5, RSS = 2.76566e-09, Par. = -0.00203336 0.0003087 -19.9364 56.0754
## It. 6, RSS = 2.49566e-09, Par. = -0.00216958 0.000347636 -19.9742 52.8763
## It. 7, RSS = 2.25213e-09, Par. = -0.00220507 0.000393342 -20.891 51.4138
## It. 8, RSS = 2.19626e-09, Par. = -0.00218249 0.000401596 -21.1895 51.3922
## It. 9, RSS = 2.1919e-09, Par. = -0.00212269 0.000412046 -21.8637 51.4633
## It. 10, RSS = 2.18664e-09, Par. = -0.00205769 0.000423152 -22.6003 51.4644
## It. 11, RSS = 2.18072e-09, Par. = -0.00199787 0.000433887 -23.2961 51.3723
## It. 12, RSS = 2.17542e-09, Par. = -0.00194243 0.000444288 -23.9533 51.2069
## It. 13, RSS = 2.17145e-09, Par. = -0.00191467 0.000450102 -24.3082 51.0771
## It. 14, RSS = 2.16829e-09, Par. = -0.00185949 0.000461272 -24.9937 50.8323
## It. 15, RSS = 2.16341e-09, Par. = -0.00181228 0.000472051 -25.6372 50.5408
## It. 16, RSS = 2.15985e-09, Par. = -0.00178597 0.000478756 -26.0242 50.3317
## It. 17, RSS = 2.1571e-09, Par. = -0.0017341 0.00049163 -26.7708 49.9261
## It. 18, RSS = 2.15223e-09, Par. = -0.00168999 0.000504018 -27.4654 49.4728
## It. 19, RSS = 2.14882e-09, Par. = -0.00166825 0.00051091 -27.8361 49.1917
## It. 20, RSS = 2.14618e-09, Par. = -0.0016245 0.000524133 -28.5531 48.6506
## It. 21, RSS = 2.14206e-09, Par. = -0.00158673 0.000536868 -29.2196 48.0728
## It. 22, RSS = 2.13906e-09, Par. = -0.00156549 0.00054476 -29.6163 47.6868
## It. 23, RSS = 2.13674e-09, Par. = -0.00152331 0.000559928 -30.3813 46.9329
## It. 24, RSS = 2.13261e-09, Par. = -0.001487 0.000574504 -31.0844 46.1443
## It. 25, RSS = 2.12973e-09, Par. = -0.00146861 0.00058269 -31.4597 45.6726
## It. 26, RSS = 2.12748e-09, Par. = -0.00143143 0.000598411 -32.1854 44.7544
## It. 27, RSS = 2.1239e-09, Par. = -0.00139891 0.000613534 -32.8501 43.812
## It. 28, RSS = 2.12133e-09, Par. = -0.00138032 0.000622913 -33.2411 43.1987
## It. 29, RSS = 2.11931e-09, Par. = -0.00134312 0.000640941 -33.9932 41.9962
## It. 30, RSS = 2.11568e-09, Par. = -0.00131054 0.00065825 -34.671 40.7749
## It. 31, RSS = 2.11318e-09, Par. = -0.00129344 0.000668116 -35.0313 40.0491
## It. 32, RSS = 2.11119e-09, Par. = -0.00125869 0.00068706 -35.7255 38.6272
## It. 33, RSS = 2.10795e-09, Par. = -0.00122775 0.000705271 -36.344 37.1964
## It. 34, RSS = 2.10563e-09, Par. = -0.00120944 0.000716712 -36.7026 36.2662
## It. 35, RSS = 2.10378e-09, Par. = -0.00117258 0.000738688 -37.3859 34.436
## It. 36, RSS = 2.10036e-09, Par. = -0.00113957 0.000759781 -37.974 32.6059
## It. 37, RSS = 2.09803e-09, Par. = -0.00112109 0.000772244 -38.282 31.4913
## It. 38, RSS = 2.09611e-09, Par. = -0.00108346 0.000796137 -38.8657 29.2962
## It. 39, RSS = 2.0928e-09, Par. = -0.00104918 0.000819106 -39.343 27.112
## It. 40, RSS = 2.09044e-09, Par. = -0.00102687 0.000834503 -39.6101 25.6079
## It. 41, RSS = 2.0885e-09, Par. = -0.000981776 0.000863992 -40.0921 22.6351
## It. 42, RSS = 2.08444e-09, Par. = -0.000940325 0.000892303 -40.4152 19.6905
## It. 43, RSS = 2.08164e-09, Par. = -0.000911142 0.000912426 -40.5525 17.5432
## It. 44, RSS = 2.07914e-09, Par. = -0.00085182 0.000950791 -40.7347 13.2854
## It. 45, RSS = 2.07345e-09, Par. = -0.000796307 0.000987663 -40.6327 9.09134
## It. 46, RSS = 2.06941e-09, Par. = -0.000684156 0.00105715 -40.0033 0.810284
## It. 47, RSS = 2.06365e-09, Par. = -0.000634335 0.00109212 -39.0414 -3.0919
## It. 48, RSS = 2.05669e-09, Par. = -0.000576107 0.00112461 -37.935 -7.08585
## It. 49, RSS = 2.05316e-09, Par. = -0.000550133 0.00113941 -37.2722 -8.79346
## It. 50, RSS = 2.04955e-09, Par. = -0.000493805 0.00116732 -35.8933 -12.3567
## It. 51, RSS = 2.04586e-09, Par. = -0.000442116 0.00119285 -34.3344 -15.3885
## It. 52, RSS = 2.04092e-09, Par. = -0.000391656 0.00121639 -32.6179 -18.0644
## It. 53, RSS = 2.03563e-09, Par. = -0.000342776 0.00123809 -30.7596 -20.35
## It. 54, RSS = 2.02964e-09, Par. = -0.000295597 0.00125804 -28.7793 -22.2175
## It. 55, RSS = 2.02273e-09, Par. = -0.000250226 0.00127634 -26.697 -23.643
## It. 56, RSS = 2.01458e-09, Par. = -0.000206757 0.00129306 -24.5329 -24.6061
## It. 57, RSS = 2.00474e-09, Par. = -0.000165274 0.00130829 -22.3072 -25.0893
## It. 58, RSS = 1.9926e-09, Par. = -0.00012585 0.00132206 -20.0405 -25.079
## It. 59, RSS = 1.97724e-09, Par. = -8.85538e-05 0.00133441 -17.754 -24.5653
## It. 60, RSS = 1.95731e-09, Par. = -5.3448e-05 0.00134536 -15.4693 -23.5433
## It. 61, RSS = 1.93073e-09, Par. = -2.05908e-05 0.00135492 -13.2081 -22.0126
## It. 62, RSS = 1.89414e-09, Par. = 9.96095e-06 0.0013631 -10.9927 -19.9779
## It. 63, RSS = 1.84173e-09, Par. = 3.81458e-05 0.00136993 -8.84512 -17.4482
## It. 64, RSS = 1.75153e-09, Par. = 6.24872e-05 0.00137544 -6.89677 -14.5829
## It. 65, RSS = 1.62219e-09, Par. = 8.3383e-05 0.00137975 -5.15546 -11.5092
## It. 66, RSS = 1.50459e-09, Par. = 8.82941e-05 0.00138079 -4.71892 -10.4353
## It. 67, RSS = 1.4017e-09, Par. = 9.89673e-05 0.00138265 -3.82604 -8.66148
## It. 68, RSS = 1.26631e-09, Par. = 0.000117071 0.00138593 -2.19381 -4.97989
## It. 69, RSS = 8.70839e-10, Par. = 0.00012461 0.00144565 -1.29269 -2.32273
## It. 70, RSS = 8.66979e-10, Par. = 0.000125409 0.00161161 -1.27612 -2.46288
## It. 71, RSS = 8.65006e-10, Par. = 0.000125481 0.00172844 -1.26971 -2.53715
## It. 72, RSS = 8.64403e-10, Par. = 0.000125491 0.00196209 -1.27262 -2.73564
## It. 73, RSS = 8.62731e-10, Par. = 0.000125477 0.00219575 -1.27629 -2.90261
## It. 74, RSS = 8.61554e-10, Par. = 0.000125459 0.00242942 -1.28004 -3.0543
## It. 75, RSS = 8.60657e-10, Par. = 0.000125441 0.0026631 -1.28344 -3.1921
## It. 76, RSS = 8.59943e-10, Par. = 0.000125425 0.00289678 -1.28641 -3.31783
## It. 77, RSS = 8.59411e-10, Par. = 0.000125414 0.00306425 -1.28834 -3.39931
## It. 78, RSS = 8.59112e-10, Par. = 0.000125399 0.00339921 -1.29152 -3.55916
## It. 79, RSS = 8.58438e-10, Par. = 0.000125385 0.00373417 -1.29408 -3.69598
## It. 80, RSS = 8.57911e-10, Par. = 0.000125373 0.00406914 -1.29625 -3.82047
## It. 81, RSS = 8.57484e-10, Par. = 0.000125363 0.0044041 -1.29809 -3.93456
## It. 82, RSS = 8.57129e-10, Par. = 0.000125354 0.00473907 -1.29967 -4.03979
## It. 83, RSS = 8.56863e-10, Par. = 0.000125348 0.00495981 -1.30063 -4.10307
## It. 84, RSS = 8.5667e-10, Par. = 0.000125341 0.00536292 -1.30208 -4.21773
## It. 85, RSS = 8.56396e-10, Par. = 0.000125334 0.0058044 -1.30343 -4.33038
## It. 86, RSS = 8.56124e-10, Par. = 0.000125328 0.00624588 -1.30459 -4.4336
## It. 87, RSS = 8.55895e-10, Par. = 0.000125323 0.00668736 -1.30561 -4.5295
## It. 88, RSS = 8.55699e-10, Par. = 0.000125318 0.00712885 -1.3065 -4.61901
## It. 89, RSS = 8.5555e-10, Par. = 0.000125314 0.00741282 -1.30704 -4.67214
## It. 90, RSS = 8.55439e-10, Par. = 0.000125311 0.00793847 -1.30787 -4.77011
## It. 91, RSS = 8.55279e-10, Par. = 0.000125306 0.00850641 -1.30866 -4.86642
## It. 92, RSS = 8.5512e-10, Par. = 0.000125303 0.00907434 -1.30935 -4.95581
## It. 93, RSS = 8.54984e-10, Par. = 0.0001253 0.00964228 -1.30996 -5.03962
## It. 94, RSS = 8.54865e-10, Par. = 0.000125297 0.0102102 -1.31051 -5.11848
## It. 95, RSS = 8.54774e-10, Par. = 0.000125295 0.0105619 -1.31084 -5.16386
## It. 0, RSS = 2.54598e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 7.92812e-09, Par. = -0.0015522 0.000213914 -16.4097 62.7705
## It. 2, RSS = 4.14167e-09, Par. = -0.00159585 0.000220377 -17.7679 60.1337
## It. 3, RSS = 3.36142e-09, Par. = -0.00167963 0.00025482 -18.3476 55.6455
## It. 4, RSS = 2.42774e-09, Par. = -0.00177641 0.000290329 -18.396 52.0011
## It. 5, RSS = 1.99467e-09, Par. = -0.00183707 0.000309427 -18.3405 50.5684
## It. 6, RSS = 1.77524e-09, Par. = -0.00197015 0.000346346 -18.3654 47.8306
## It. 7, RSS = 1.58073e-09, Par. = -0.00193322 0.000383181 -19.5322 47.2536
## It. 8, RSS = 1.5763e-09, Par. = -0.00191497 0.000389872 -19.8245 47.1884
## It. 9, RSS = 1.57207e-09, Par. = -0.00186227 0.000399452 -20.4372 47.2022
## It. 10, RSS = 1.567e-09, Par. = -0.00180671 0.000409503 -21.0928 47.1479
## It. 11, RSS = 1.56166e-09, Par. = -0.00175578 0.000419212 -21.7113 47.0193
## It. 12, RSS = 1.55763e-09, Par. = -0.00172785 0.000425105 -22.0743 46.9024
## It. 13, RSS = 1.55445e-09, Par. = -0.00167316 0.000436399 -22.7718 46.6786
## It. 14, RSS = 1.54909e-09, Par. = -0.00162735 0.000447242 -23.4213 46.4026
## It. 15, RSS = 1.54531e-09, Par. = -0.00160339 0.000453672 -23.7923 46.2098
## It. 16, RSS = 1.54243e-09, Par. = -0.00155588 0.000465964 -24.5062 45.8404
## It. 17, RSS = 1.5376e-09, Par. = -0.00151584 0.000477748 -25.1676 45.4254
## It. 18, RSS = 1.53419e-09, Par. = -0.00149453 0.000484795 -25.5476 45.1483
## It. 19, RSS = 1.53158e-09, Par. = -0.00145216 0.000498279 -26.2788 44.6124
## It. 20, RSS = 1.52715e-09, Par. = -0.00141626 0.00051119 -26.9518 44.0372
## It. 21, RSS = 1.52404e-09, Par. = -0.00139712 0.000518871 -27.3346 43.6659
## It. 22, RSS = 1.52166e-09, Par. = -0.00135886 0.000533572 -28.0712 42.9448
## It. 23, RSS = 1.51761e-09, Par. = -0.00132619 0.000547637 -28.7443 42.1921
## It. 24, RSS = 1.51478e-09, Par. = -0.00130841 0.000556078 -29.1284 41.711
## It. 25, RSS = 1.51259e-09, Par. = -0.0012728 0.000572239 -29.8666 40.7731
## It. 26, RSS = 1.50883e-09, Par. = -0.00124212 0.000587688 -30.5345 39.8116
## It. 27, RSS = 1.50621e-09, Par. = -0.00122528 0.000596942 -30.9115 39.2055
## It. 28, RSS = 1.50417e-09, Par. = -0.0011914 0.000614659 -31.6348 38.021
## It. 29, RSS = 1.50066e-09, Par. = -0.00116187 0.000631589 -32.2807 36.8223
## It. 30, RSS = 1.49821e-09, Par. = -0.00114522 0.000641857 -32.6452 36.0636
## It. 31, RSS = 1.4963e-09, Par. = -0.00111165 0.000661512 -33.3418 34.5774
## It. 32, RSS = 1.49292e-09, Par. = -0.00108203 0.000680284 -33.9505 33.0867
## It. 33, RSS = 1.49059e-09, Par. = -0.00106493 0.00069177 -34.2893 32.1407
## It. 34, RSS = 1.48873e-09, Par. = -0.00103034 0.000713741 -34.9319 30.2829
## It. 35, RSS = 1.48539e-09, Par. = -0.000999352 0.000734724 -35.4721 28.4319
## It. 36, RSS = 1.48309e-09, Par. = -0.000980525 0.000747996 -35.7696 27.2227
## It. 37, RSS = 1.48123e-09, Par. = -0.000942385 0.000773349 -36.3222 24.8415
## It. 38, RSS = 1.47767e-09, Par. = -0.000907688 0.000797558 -36.7447 22.4804
## It. 39, RSS = 1.47521e-09, Par. = -0.000884595 0.00081396 -36.9645 20.8321
## It. 40, RSS = 1.47315e-09, Par. = -0.000837762 0.000845199 -37.3394 17.5755
## It. 41, RSS = 1.46872e-09, Par. = -0.000794412 0.000875018 -37.5155 14.3603
## It. 42, RSS = 1.46534e-09, Par. = -0.000754475 0.000901835 -37.5286 11.3683
## It. 43, RSS = 1.46214e-09, Par. = -0.000674026 0.000952545 -37.3215 5.44549
## It. 44, RSS = 1.45389e-09, Par. = -0.000597763 0.00100082 -36.5035 -0.323434
## It. 45, RSS = 1.45046e-09, Par. = -0.000525554 0.00104308 -35.2308 -5.48051
## It. 46, RSS = 1.4472e-09, Par. = -0.000457518 0.00107964 -33.616 -9.97234
## It. 47, RSS = 1.44484e-09, Par. = -0.000391042 0.00111246 -31.6673 -13.9411
## It. 48, RSS = 1.43053e-09, Par. = -0.000359961 0.00112788 -30.5097 -15.5081
## It. 49, RSS = 1.42655e-09, Par. = -0.000342479 0.00113557 -29.8581 -16.3355
## It. 50, RSS = 1.42322e-09, Par. = -0.000305579 0.00115043 -28.4912 -18.0687
## It. 51, RSS = 1.41794e-09, Par. = -0.000271801 0.00116408 -27.0928 -19.4327
## It. 52, RSS = 1.41198e-09, Par. = -0.000238887 0.00117683 -25.6382 -20.57
## It. 53, RSS = 1.40534e-09, Par. = -0.000206978 0.00118876 -24.1329 -21.4647
## It. 54, RSS = 1.39778e-09, Par. = -0.000176112 0.0011999 -22.5853 -22.1076
## It. 55, RSS = 1.38909e-09, Par. = -0.000146329 0.00121029 -21.0038 -22.4906
## It. 56, RSS = 1.379e-09, Par. = -0.000117666 0.00121993 -19.3971 -22.6069
## It. 57, RSS = 1.36716e-09, Par. = -9.01584e-05 0.00122886 -17.7741 -22.4508
## It. 58, RSS = 1.35307e-09, Par. = -6.38384e-05 0.00123707 -16.144 -22.0183
## It. 59, RSS = 1.3361e-09, Par. = -3.87375e-05 0.00124457 -14.5163 -21.3073
## It. 60, RSS = 1.31537e-09, Par. = -1.48849e-05 0.00125135 -12.9004 -20.3173
## It. 61, RSS = 1.28961e-09, Par. = 7.69197e-06 0.00125741 -11.306 -19.05
## It. 62, RSS = 1.25702e-09, Par. = 2.89663e-05 0.00126276 -9.74275 -17.5089
## It. 63, RSS = 1.21431e-09, Par. = 4.85305e-05 0.0012674 -8.24872 -15.7309
## It. 64, RSS = 1.1795e-09, Par. = 5.35178e-05 0.0012687 -7.84068 -15.0609
## It. 65, RSS = 1.14743e-09, Par. = 6.44919e-05 0.00127108 -6.98506 -13.8962
## It. 66, RSS = 1.11429e-09, Par. = 8.54634e-05 0.00127552 -5.29956 -11.3332
## It. 67, RSS = 9.75293e-10, Par. = 0.000101471 0.00127884 -3.86957 -8.47847
## It. 68, RSS = 8.97695e-10, Par. = 0.000104606 0.00127948 -3.5984 -7.74632
## It. 69, RSS = 8.35813e-10, Par. = 0.00011112 0.00128068 -3.03461 -6.54624
## It. 70, RSS = 7.60244e-10, Par. = 0.000122359 0.00128398 -1.99751 -4.13899
## It. 71, RSS = 7.14356e-10, Par. = 0.000123325 0.00139498 -1.86053 -3.85348
## It. 72, RSS = 7.14061e-10, Par. = 0.000123681 0.00160128 -1.84045 -4.10979
## It. 73, RSS = 7.10695e-10, Par. = 0.000123779 0.00171258 -1.83216 -4.20413
## It. 74, RSS = 7.10387e-10, Par. = 0.00012378 0.00193515 -1.83754 -4.48344
## It. 75, RSS = 7.08867e-10, Par. = 0.000123778 0.00204645 -1.8388 -4.58737
## It. 76, RSS = 7.08459e-10, Par. = 0.000123753 0.00226904 -1.8449 -4.82432
## It. 77, RSS = 7.07606e-10, Par. = 0.00012373 0.00249165 -1.84966 -5.02611
## It. 78, RSS = 7.06941e-10, Par. = 0.00012371 0.00271425 -1.85371 -5.20951
## It. 79, RSS = 7.06404e-10, Par. = 0.000123693 0.00293687 -1.85717 -5.37741
## It. 80, RSS = 7.0596e-10, Par. = 0.000123678 0.00315948 -1.86014 -5.53213
## It. 81, RSS = 7.05624e-10, Par. = 0.000123669 0.00331198 -1.86184 -5.62833
## It. 82, RSS = 7.05382e-10, Par. = 0.000123655 0.00358878 -1.86491 -5.80267
## It. 83, RSS = 7.05034e-10, Par. = 0.000123641 0.00389378 -1.86766 -5.97385
## It. 84, RSS = 7.04684e-10, Par. = 0.00012363 0.00419878 -1.86996 -6.12974
## It. 85, RSS = 7.04392e-10, Par. = 0.00012362 0.00450378 -1.87193 -6.27405
## It. 86, RSS = 7.04145e-10, Par. = 0.000123612 0.00480878 -1.87365 -6.40838
## It. 87, RSS = 7.03931e-10, Par. = 0.000123604 0.00511379 -1.87516 -6.53399
## It. 88, RSS = 7.03767e-10, Par. = 0.0001236 0.00532038 -1.87604 -6.61252
## It. 89, RSS = 7.03644e-10, Par. = 0.000123592 0.00570181 -1.87765 -6.75729
## It. 90, RSS = 7.03461e-10, Par. = 0.000123585 0.00611499 -1.87911 -6.89949
## It. 91, RSS = 7.03277e-10, Par. = 0.000123579 0.00652818 -1.88037 -7.0311
## It. 92, RSS = 7.0312e-10, Par. = 0.000123573 0.00694137 -1.88147 -7.15429
## It. 93, RSS = 7.02983e-10, Par. = 0.000123569 0.00735457 -1.88245 -7.27008
## It. 94, RSS = 7.02863e-10, Par. = 0.000123564 0.00776776 -1.88332 -7.37929
## It. 95, RSS = 7.0277e-10, Par. = 0.000123562 0.00802927 -1.8838 -7.44352
## It. 96, RSS = 7.02699e-10, Par. = 0.000123558 0.00851889 -1.8847 -7.56431
## It. 0, RSS = 2.50779e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 8.32936e-09, Par. = -0.0016064 0.00021255 -16.5985 64.8281
## It. 2, RSS = 7.58625e-09, Par. = -0.00170704 0.000246895 -19.7131 58.6489
## It. 3, RSS = 3.04046e-09, Par. = -0.00174117 0.000271273 -19.3908 57.5054
## It. 4, RSS = 2.78678e-09, Par. = -0.00187059 0.000312147 -19.5476 52.9716
## It. 5, RSS = 2.22679e-09, Par. = -0.00200703 0.000356155 -19.5791 50.1212
## It. 6, RSS = 2.0649e-09, Par. = -0.00201152 0.000373066 -19.9031 49.718
## It. 7, RSS = 2.05996e-09, Par. = -0.00197896 0.000381079 -20.3483 49.7327
## It. 8, RSS = 2.0569e-09, Par. = -0.0019022 0.00039365 -21.2397 49.8538
## It. 9, RSS = 2.05033e-09, Par. = -0.0018246 0.000407037 -22.178 49.813
## It. 10, RSS = 2.04205e-09, Par. = -0.00175541 0.0004199 -23.0462 49.6204
## It. 11, RSS = 2.03652e-09, Par. = -0.00168456 0.000433979 -23.967 49.2957
## It. 12, RSS = 2.02866e-09, Par. = -0.00162604 0.000447345 -24.8095 48.9031
## It. 13, RSS = 2.02361e-09, Par. = -0.00156729 0.000461967 -25.7064 48.4085
## It. 14, RSS = 2.01712e-09, Par. = -0.00151776 0.000475835 -26.5271 47.8625
## It. 15, RSS = 2.01258e-09, Par. = -0.00146781 0.000490915 -27.394 47.2063
## It. 16, RSS = 2.00712e-09, Par. = -0.00142503 0.000505243 -28.1865 46.5114
## It. 17, RSS = 2.00304e-09, Par. = -0.0013817 0.000520737 -29.0167 45.6998
## It. 18, RSS = 1.99837e-09, Par. = -0.00134402 0.000535484 -29.7747 44.8607
## It. 19, RSS = 1.99516e-09, Par. = -0.00132753 0.00054282 -30.1301 44.4108
## It. 20, RSS = 1.99277e-09, Par. = -0.00129347 0.000556847 -30.8199 43.5445
## It. 21, RSS = 1.98936e-09, Par. = -0.0012636 0.000570347 -31.4534 42.6545
## It. 22, RSS = 1.98677e-09, Par. = -0.00124398 0.00057987 -31.8792 41.9964
## It. 23, RSS = 1.98489e-09, Par. = -0.0012054 0.000598155 -32.6919 40.7007
## It. 24, RSS = 1.98072e-09, Par. = -0.00117219 0.000615646 -33.4155 39.3811
## It. 25, RSS = 1.97799e-09, Par. = -0.00115675 0.00062466 -33.7584 38.6695
## It. 26, RSS = 1.97589e-09, Par. = -0.00112485 0.000641903 -34.4223 37.2823
## It. 27, RSS = 1.97278e-09, Par. = -0.0010964 0.000658488 -35.014 35.8864
## It. 28, RSS = 1.97044e-09, Par. = -0.00107735 0.000670176 -35.4 34.8688
## It. 29, RSS = 1.9687e-09, Par. = -0.00103951 0.0006926 -36.1274 32.8635
## It. 30, RSS = 1.9648e-09, Par. = -0.00100605 0.000714051 -36.7403 30.8592
## It. 31, RSS = 1.96229e-09, Par. = -0.00098899 0.00072575 -37.0287 29.7324
## It. 32, RSS = 1.96025e-09, Par. = -0.000953777 0.000748091 -37.5778 27.5168
## It. 33, RSS = 1.95701e-09, Par. = -0.000921664 0.000769582 -38.0202 25.3132
## It. 34, RSS = 1.95456e-09, Par. = -0.000897894 0.000785825 -38.2958 23.6015
## It. 35, RSS = 1.95269e-09, Par. = -0.000850336 0.000816891 -38.7724 20.2177
## It. 36, RSS = 1.94779e-09, Par. = -0.000806966 0.000846624 -39.0449 16.8745
## It. 37, RSS = 1.9446e-09, Par. = -0.000775739 0.00086815 -39.1192 14.3917
## It. 38, RSS = 1.94156e-09, Par. = -0.000711981 0.000908998 -39.1419 9.46683
## It. 39, RSS = 1.9348e-09, Par. = -0.00065222 0.000948288 -38.7789 4.63775
## It. 40, RSS = 1.92621e-09, Par. = -0.000529731 0.00102217 -37.4554 -4.88988
## It. 41, RSS = 1.92316e-09, Par. = -0.000515389 0.00103842 -36.7256 -6.20934
## It. 42, RSS = 1.91867e-09, Par. = -0.000468516 0.00106319 -35.6237 -9.47761
## It. 43, RSS = 1.91555e-09, Par. = -0.000447772 0.00107461 -34.9966 -10.8462
## It. 44, RSS = 1.91198e-09, Par. = -0.000403083 0.00109629 -33.6963 -13.7081
## It. 45, RSS = 1.90767e-09, Par. = -0.000361948 0.00111621 -32.2805 -16.1297
## It. 46, RSS = 1.90252e-09, Par. = -0.000321795 0.00113474 -30.7535 -18.2668
## It. 47, RSS = 1.89688e-09, Par. = -0.00028283 0.00115195 -29.1256 -20.0967
## It. 48, RSS = 1.89051e-09, Par. = -0.000245124 0.00116792 -27.4104 -21.602
## It. 49, RSS = 1.88324e-09, Par. = -0.000208737 0.00118269 -25.6213 -22.7679
## It. 50, RSS = 1.87481e-09, Par. = -0.000173722 0.00119632 -23.7718 -23.5812
## It. 51, RSS = 1.8649e-09, Par. = -0.000140129 0.00120885 -21.8755 -24.0312
## It. 52, RSS = 1.85308e-09, Par. = -0.000108 0.0012203 -19.9461 -24.1087
## It. 53, RSS = 1.83873e-09, Par. = -7.7375e-05 0.00123072 -17.9975 -23.8073
## It. 54, RSS = 1.82101e-09, Par. = -4.82918e-05 0.0012401 -16.0439 -23.1228
## It. 55, RSS = 1.7987e-09, Par. = -2.07848e-05 0.00124847 -14.0995 -22.0537
## It. 56, RSS = 1.76994e-09, Par. = 5.11245e-06 0.00125582 -12.179 -20.6015
## It. 57, RSS = 1.73184e-09, Par. = 2.93655e-05 0.00126219 -10.2968 -18.7699
## It. 58, RSS = 1.67969e-09, Par. = 5.19351e-05 0.00126757 -8.46759 -16.5653
## It. 59, RSS = 1.60139e-09, Par. = 7.16575e-05 0.00127203 -6.7979 -14.12
## It. 60, RSS = 1.5306e-09, Par. = 7.77707e-05 0.00127345 -6.24777 -13.0522
## It. 61, RSS = 1.4559e-09, Par. = 9.12938e-05 0.00127609 -5.08954 -11.1086
## It. 62, RSS = 1.34149e-09, Par. = 0.000101726 0.00127814 -4.11135 -9.11336
## It. 63, RSS = 1.21208e-09, Par. = 0.000119757 0.00128139 -2.44329 -5.5407
## It. 64, RSS = 7.9368e-10, Par. = 0.000131111 0.00131465 -1.09119 -1.75284
## It. 65, RSS = 7.67419e-10, Par. = 0.000130998 0.00147981 -1.17037 -2.09386
## It. 66, RSS = 7.65158e-10, Par. = 0.000130665 0.00163901 -1.20634 -2.3386
## It. 67, RSS = 7.64132e-10, Par. = 0.000130526 0.00176268 -1.22289 -2.48645
## It. 68, RSS = 7.63741e-10, Par. = 0.00013045 0.00201006 -1.23468 -2.71307
## It. 69, RSS = 7.62466e-10, Par. = 0.000130404 0.00225748 -1.24184 -2.89238
## It. 70, RSS = 7.61534e-10, Par. = 0.000130375 0.0025049 -1.2468 -3.04851
## It. 71, RSS = 7.60822e-10, Par. = 0.000130354 0.00275233 -1.25053 -3.18742
## It. 72, RSS = 7.60259e-10, Par. = 0.000130338 0.00299977 -1.2535 -3.31282
## It. 73, RSS = 7.59802e-10, Par. = 0.000130325 0.00324721 -1.25595 -3.42724
## It. 74, RSS = 7.59462e-10, Par. = 0.000130316 0.00341257 -1.25743 -3.49646
## It. 75, RSS = 7.5922e-10, Par. = 0.000130307 0.00371166 -1.25959 -3.62001
## It. 76, RSS = 7.58882e-10, Par. = 0.000130297 0.00404239 -1.26159 -3.74139
## It. 77, RSS = 7.58544e-10, Par. = 0.000130288 0.00437313 -1.26329 -3.85161
## It. 78, RSS = 7.58265e-10, Par. = 0.00013028 0.00470387 -1.26475 -3.95336
## It. 79, RSS = 7.58029e-10, Par. = 0.000130274 0.00503462 -1.26602 -4.0478
## It. 80, RSS = 7.5785e-10, Par. = 0.000130269 0.00525281 -1.26681 -4.10506
## It. 81, RSS = 7.57718e-10, Par. = 0.000130264 0.00565371 -1.268 -4.20939
## It. 82, RSS = 7.57528e-10, Par. = 0.000130259 0.0060901 -1.26911 -4.31193
## It. 83, RSS = 7.57339e-10, Par. = 0.000130254 0.0065265 -1.27008 -4.40645
## It. 84, RSS = 7.57179e-10, Par. = 0.00013025 0.00696289 -1.27094 -4.49461
## It. 85, RSS = 7.5704e-10, Par. = 0.000130246 0.00739929 -1.27169 -4.5772
## It. 86, RSS = 7.56934e-10, Par. = 0.000130243 0.00767193 -1.27215 -4.62494
## It. 87, RSS = 7.56855e-10, Par. = 0.00013024 0.00817953 -1.27285 -4.71372
## It. 88, RSS = 7.56742e-10, Par. = 0.000130237 0.00872481 -1.27351 -4.80102
## It. 89, RSS = 7.56631e-10, Par. = 0.000130234 0.00927009 -1.27409 -4.88247
## It. 90, RSS = 7.56534e-10, Par. = 0.000130231 0.00981537 -1.27462 -4.95914
## It. 91, RSS = 7.56448e-10, Par. = 0.000130229 0.0103606 -1.27509 -5.03153
## It. 92, RSS = 7.56383e-10, Par. = 0.000130227 0.0106987 -1.27538 -5.07342
## It. 93, RSS = 7.56332e-10, Par. = 0.000130225 0.0113334 -1.27582 -5.15205
## It. 94, RSS = 7.56259e-10, Par. = 0.000130223 0.0120096 -1.27625 -5.22945
## It. 95, RSS = 7.56188e-10, Par. = 0.000130221 0.0126858 -1.27663 -5.30223
## It. 96, RSS = 7.56124e-10, Par. = 0.00013022 0.013362 -1.27698 -5.37116
## It. 0, RSS = 2.1937e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 5.8582e-09, Par. = -0.00134495 0.000219073 -16.1835 57.3833
## It. 2, RSS = 4.27918e-09, Par. = -0.00139571 0.000230936 -17.0611 54.7119
## It. 3, RSS = 3.55454e-09, Par. = -0.0014889 0.000265734 -17.4091 50.191
## It. 4, RSS = 2.63906e-09, Par. = -0.00159985 0.000301452 -17.3662 47.0073
## It. 5, RSS = 2.2122e-09, Par. = -0.00170116 0.000329759 -17.2906 45.0758
## It. 6, RSS = 2.03772e-09, Par. = -0.00165187 0.000384131 -19.2055 44.0386
## It. 7, RSS = 2.02281e-09, Par. = -0.00163825 0.000395124 -19.5753 43.815
## It. 8, RSS = 2.02006e-09, Par. = -0.00156581 0.000410858 -20.5225 43.6398
## It. 9, RSS = 2.00842e-09, Par. = -0.00150724 0.000425165 -21.3905 43.3672
## It. 10, RSS = 2.00097e-09, Par. = -0.00144848 0.000441053 -22.329 42.9941
## It. 11, RSS = 1.99118e-09, Par. = -0.00140106 0.000455912 -23.1734 42.5594
## It. 12, RSS = 1.9847e-09, Par. = -0.00135291 0.000472341 -24.0802 42.0134
## It. 13, RSS = 1.97679e-09, Par. = -0.00131318 0.000487731 -24.8955 41.4232
## It. 14, RSS = 1.97162e-09, Par. = -0.00129548 0.000495754 -25.2973 41.076
## It. 15, RSS = 1.96794e-09, Par. = -0.00125904 0.000510943 -26.0699 40.4193
## It. 16, RSS = 1.96254e-09, Par. = -0.00122482 0.000526974 -26.8511 39.6514
## It. 17, RSS = 1.9573e-09, Par. = -0.00119519 0.000542126 -27.5564 38.867
## It. 18, RSS = 1.95341e-09, Par. = -0.00117591 0.000552839 -28.0318 38.275
## It. 19, RSS = 1.95069e-09, Par. = -0.00113817 0.00057318 -28.9305 37.116
## It. 20, RSS = 1.94502e-09, Par. = -0.00110252 0.00059477 -29.8198 35.7786
## It. 21, RSS = 1.93937e-09, Par. = -0.00107156 0.000614952 -30.5929 34.4418
## It. 22, RSS = 1.93564e-09, Par. = -0.0010558 0.000626205 -30.9877 33.6533
## It. 23, RSS = 1.93282e-09, Par. = -0.00102332 0.000647533 -31.7417 32.1199
## It. 24, RSS = 1.92826e-09, Par. = -0.000995011 0.000667665 -32.387 30.586
## It. 25, RSS = 1.925e-09, Par. = -0.000975772 0.000681917 -32.8013 29.452
## It. 26, RSS = 1.92263e-09, Par. = -0.000937384 0.00070894 -33.5668 27.2269
## It. 27, RSS = 1.9174e-09, Par. = -0.000899575 0.000737128 -34.2421 24.7702
## It. 28, RSS = 1.91252e-09, Par. = -0.000864562 0.000763454 -34.7614 22.3549
## It. 29, RSS = 1.90909e-09, Par. = -0.000841544 0.00078093 -35.0286 20.6823
## It. 30, RSS = 1.90625e-09, Par. = -0.00079454 0.000813919 -35.4867 17.3851
## It. 31, RSS = 1.90028e-09, Par. = -0.000751202 0.000844928 -35.7081 14.1344
## It. 32, RSS = 1.9001e-09, Par. = -0.000664397 0.000902449 -35.8194 7.74092
## It. 33, RSS = 1.88751e-09, Par. = -0.000626419 0.000929963 -35.4065 4.64338
## It. 34, RSS = 1.87872e-09, Par. = -0.000538476 0.000979948 -34.4722 -1.61938
## It. 35, RSS = 1.87518e-09, Par. = -0.000499952 0.00100317 -33.5708 -4.35346
## It. 36, RSS = 1.86955e-09, Par. = -0.000460981 0.00102226 -32.691 -6.84743
## It. 37, RSS = 1.86848e-09, Par. = -0.000378267 0.00105936 -30.6235 -11.9153
## It. 38, RSS = 1.85548e-09, Par. = -0.00034375 0.0010762 -29.3118 -13.689
## It. 39, RSS = 1.84935e-09, Par. = -0.000326118 0.00108349 -28.6611 -14.5106
## It. 40, RSS = 1.8444e-09, Par. = -0.000288619 0.00109732 -27.3036 -16.2729
## It. 41, RSS = 1.8375e-09, Par. = -0.000254326 0.00110995 -25.9099 -17.6631
## It. 42, RSS = 1.82967e-09, Par. = -0.000220882 0.00112172 -24.4546 -18.8255
## It. 43, RSS = 1.82083e-09, Par. = -0.000188442 0.00113273 -22.9436 -19.7416
## It. 44, RSS = 1.81067e-09, Par. = -0.000157068 0.00114303 -21.3857 -20.3988
## It. 45, RSS = 1.79886e-09, Par. = -0.000126819 0.00115265 -19.7903 -20.7857
## It. 46, RSS = 1.78496e-09, Par. = -9.77554e-05 0.00116162 -18.1675 -20.8923
## It. 47, RSS = 1.76838e-09, Par. = -6.99337e-05 0.00116995 -16.5278 -20.7103
## It. 48, RSS = 1.74832e-09, Par. = -4.34094e-05 0.00117762 -14.8822 -20.2338
## It. 49, RSS = 1.72365e-09, Par. = -1.8234e-05 0.00118464 -13.2422 -19.4597
## It. 50, RSS = 1.69279e-09, Par. = 5.54591e-06 0.00119099 -11.6196 -18.388
## It. 51, RSS = 1.65342e-09, Par. = 2.78887e-05 0.00119664 -10.0264 -17.0221
## It. 52, RSS = 1.61447e-09, Par. = 3.61334e-05 0.00119887 -9.39794 -16.2685
## It. 53, RSS = 1.57587e-09, Par. = 5.40274e-05 0.00120305 -8.07902 -14.8706
## It. 54, RSS = 1.52123e-09, Par. = 6.51923e-05 0.00120582 -7.18838 -13.6354
## It. 55, RSS = 1.47795e-09, Par. = 8.86538e-05 0.00121104 -5.35545 -11.0738
## It. 56, RSS = 1.27084e-09, Par. = 0.000105168 0.00121476 -3.87503 -8.19414
## It. 57, RSS = 1.15942e-09, Par. = 0.000109322 0.00121564 -3.51996 -7.30582
## It. 58, RSS = 1.04452e-09, Par. = 0.000117011 0.00121712 -2.86028 -5.93532
## It. 59, RSS = 8.59301e-10, Par. = 0.000129809 0.00122029 -1.67015 -3.19122
## It. 60, RSS = 7.37672e-10, Par. = 0.000131479 0.00135065 -1.4194 -2.57355
## It. 61, RSS = 7.36372e-10, Par. = 0.000132149 0.00158908 -1.3755 -2.73871
## It. 62, RSS = 7.28206e-10, Par. = 0.000132342 0.00172066 -1.35608 -2.77841
## It. 63, RSS = 7.27913e-10, Par. = 0.000132401 0.00198377 -1.35526 -3.0055
## It. 64, RSS = 7.25227e-10, Par. = 0.000132418 0.00211534 -1.3541 -3.08343
## It. 65, RSS = 7.24652e-10, Par. = 0.00013241 0.00237847 -1.35799 -3.27917
## It. 66, RSS = 7.23368e-10, Par. = 0.000132394 0.00264162 -1.36144 -3.44372
## It. 67, RSS = 7.22413e-10, Par. = 0.000132378 0.00290477 -1.36456 -3.59266
## It. 68, RSS = 7.21663e-10, Par. = 0.000132364 0.00316792 -1.36728 -3.72819
## It. 69, RSS = 7.21055e-10, Par. = 0.000132352 0.00343107 -1.36962 -3.85231
## It. 70, RSS = 7.20594e-10, Par. = 0.000132343 0.00362395 -1.37113 -3.93487
## It. 71, RSS = 7.20337e-10, Par. = 0.000132331 0.0040097 -1.37378 -4.09739
## It. 72, RSS = 7.19731e-10, Par. = 0.00013232 0.00439546 -1.37588 -4.23692
## It. 73, RSS = 7.19255e-10, Par. = 0.000132311 0.00478121 -1.37764 -4.36417
## It. 74, RSS = 7.18867e-10, Par. = 0.000132303 0.00516698 -1.37914 -4.48106
## It. 75, RSS = 7.18544e-10, Par. = 0.000132296 0.00555274 -1.38043 -4.58911
## It. 76, RSS = 7.1827e-10, Par. = 0.00013229 0.0059385 -1.38155 -4.68955
## It. 77, RSS = 7.18059e-10, Par. = 0.000132286 0.00620614 -1.38225 -4.75368
## It. 78, RSS = 7.17904e-10, Par. = 0.000132281 0.00669617 -1.38338 -4.87005
## It. 79, RSS = 7.17673e-10, Par. = 0.000132276 0.00723145 -1.38442 -4.98443
## It. 80, RSS = 7.17441e-10, Par. = 0.000132271 0.00776673 -1.38532 -5.08954
## It. 81, RSS = 7.17245e-10, Par. = 0.000132267 0.00830201 -1.3861 -5.18741
## It. 82, RSS = 7.17077e-10, Par. = 0.000132263 0.00883729 -1.38679 -5.27897
## It. 83, RSS = 7.16931e-10, Par. = 0.00013226 0.00937257 -1.3874 -5.36496
## It. 84, RSS = 7.16818e-10, Par. = 0.000132258 0.00972107 -1.38776 -5.41691
## It. 85, RSS = 7.16733e-10, Par. = 0.000132255 0.0103695 -1.38836 -5.51341
## It. 86, RSS = 7.16608e-10, Par. = 0.000132253 0.0110665 -1.38893 -5.60831
## It. 87, RSS = 7.16483e-10, Par. = 0.00013225 0.0117635 -1.38943 -5.6968
## It. 88, RSS = 7.16375e-10, Par. = 0.000132248 0.0124605 -1.38987 -5.78009
## It. 89, RSS = 7.1628e-10, Par. = 0.000132246 0.0131575 -1.39026 -5.85873
## It. 90, RSS = 7.16195e-10, Par. = 0.000132244 0.0138545 -1.39062 -5.93322
## It. 91, RSS = 7.16124e-10, Par. = 0.000132242 0.0143845 -1.39087 -5.98658
## It. 92, RSS = 7.16086e-10, Par. = 0.000132241 0.015368 -1.39128 -6.0842
## It. 93, RSS = 7.16001e-10, Par. = 0.000132239 0.0164281 -1.39167 -6.18031
## It. 94, RSS = 7.15911e-10, Par. = 0.000132237 0.0174881 -1.39201 -6.26983
## It. 95, RSS = 7.15833e-10, Par. = 0.000132235 0.0185481 -1.39231 -6.35401
## It. 96, RSS = 7.15766e-10, Par. = 0.000132234 0.0196082 -1.39258 -6.43345
## It. 0, RSS = 2.05129e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 5.77984e-09, Par. = -0.00134578 0.000215192 -15.5077 57.1659
## It. 2, RSS = 3.75176e-09, Par. = -0.00139312 0.000225413 -16.58 54.5335
## It. 3, RSS = 3.12687e-09, Par. = -0.00148177 0.000259932 -17.0235 50.0697
## It. 4, RSS = 2.31996e-09, Par. = -0.00158626 0.000295538 -17.0236 46.7951
## It. 5, RSS = 2.02089e-09, Par. = -0.00155717 0.00036626 -19.5649 45.0628
## It. 6, RSS = 1.86597e-09, Par. = -0.00154216 0.000382343 -20.0242 44.7534
## It. 7, RSS = 1.86309e-09, Par. = -0.00152476 0.000387648 -20.3143 44.6657
## It. 8, RSS = 1.85889e-09, Par. = -0.00148307 0.000396544 -20.9058 44.5449
## It. 9, RSS = 1.85431e-09, Par. = -0.00145178 0.000403905 -21.3927 44.4086
## It. 10, RSS = 1.85185e-09, Par. = -0.00139349 0.000417903 -22.3151 44.1256
## It. 11, RSS = 1.84465e-09, Par. = -0.0013409 0.000433009 -23.2712 43.7092
## It. 12, RSS = 1.83679e-09, Par. = -0.00129824 0.000447179 -24.1297 43.2356
## It. 13, RSS = 1.83162e-09, Par. = -0.00125486 0.000462822 -25.0499 42.6472
## It. 14, RSS = 1.82529e-09, Par. = -0.00121891 0.000477477 -25.8771 42.0175
## It. 15, RSS = 1.82114e-09, Par. = -0.00120317 0.000484973 -26.2769 41.6566
## It. 16, RSS = 1.81821e-09, Par. = -0.00117058 0.000499184 -27.0468 40.9718
## It. 17, RSS = 1.81395e-09, Par. = -0.00113987 0.000514147 -27.8236 40.1785
## It. 18, RSS = 1.80983e-09, Par. = -0.00111311 0.000528303 -28.526 39.3711
## It. 19, RSS = 1.80674e-09, Par. = -0.00109543 0.00053841 -29.0046 38.7577
## It. 20, RSS = 1.80459e-09, Par. = -0.00106083 0.000557623 -29.9094 37.5558
## It. 21, RSS = 1.80003e-09, Par. = -0.00102806 0.00057798 -30.8025 36.1754
## It. 22, RSS = 1.79547e-09, Par. = -0.000999459 0.000597016 -31.579 34.7978
## It. 23, RSS = 1.79247e-09, Par. = -0.000985082 0.00060746 -31.9686 33.9991
## It. 24, RSS = 1.7902e-09, Par. = -0.000955395 0.000627277 -32.714 32.4448
## It. 25, RSS = 1.78657e-09, Par. = -0.000929354 0.000646002 -33.3529 30.8915
## It. 26, RSS = 1.78396e-09, Par. = -0.000911461 0.000659347 -33.7661 29.7364
## It. 27, RSS = 1.78206e-09, Par. = -0.000875761 0.000684678 -34.529 27.468
## It. 28, RSS = 1.77782e-09, Par. = -0.000840526 0.000711046 -35.1991 24.9705
## It. 29, RSS = 1.77386e-09, Par. = -0.000807766 0.000735683 -35.7129 22.5143
## It. 30, RSS = 1.77108e-09, Par. = -0.000786473 0.000751825 -35.9718 20.8356
## It. 31, RSS = 1.76876e-09, Par. = -0.000742918 0.000782325 -36.4161 17.5244
## It. 32, RSS = 1.76397e-09, Par. = -0.000702563 0.000811019 -36.6269 14.2573
## It. 33, RSS = 1.76382e-09, Par. = -0.000621618 0.000864314 -36.72 7.8239
## It. 34, RSS = 1.75359e-09, Par. = -0.000585938 0.000889785 -36.2997 4.70101
## It. 35, RSS = 1.74643e-09, Par. = -0.000503599 0.000936138 -35.3496 -1.61789
## It. 36, RSS = 1.74354e-09, Par. = -0.000466563 0.000958029 -34.4241 -4.44467
## It. 37, RSS = 1.73884e-09, Par. = -0.000429252 0.000976067 -33.5148 -7.01958
## It. 38, RSS = 1.73862e-09, Par. = -0.000349964 0.00101111 -31.3731 -12.256
## It. 39, RSS = 1.72734e-09, Par. = -0.000316897 0.00102697 -30.0117 -14.0849
## It. 40, RSS = 1.72148e-09, Par. = -0.000296035 0.00103527 -29.1887 -15.1432
## It. 41, RSS = 1.7187e-09, Par. = -0.000251469 0.00105131 -27.4245 -17.3693
## It. 42, RSS = 1.71233e-09, Par. = -0.000211776 0.00106566 -25.6056 -18.987
## It. 43, RSS = 1.70454e-09, Par. = -0.000173296 0.00107879 -23.6996 -20.2379
## It. 44, RSS = 1.69567e-09, Par. = -0.000136362 0.00109088 -21.7166 -21.0828
## It. 45, RSS = 1.68493e-09, Par. = -0.000101079 0.00110201 -19.6756 -21.4982
## It. 46, RSS = 1.67163e-09, Par. = -6.75595e-05 0.0011122 -17.5966 -21.4648
## It. 47, RSS = 1.6547e-09, Par. = -3.59098e-05 0.00112146 -15.5009 -20.9679
## It. 48, RSS = 1.63254e-09, Par. = -6.22999e-06 0.00112979 -13.4114 -19.9996
## It. 49, RSS = 1.60271e-09, Par. = 2.13914e-05 0.00113713 -11.3515 -18.5596
## It. 50, RSS = 1.56124e-09, Par. = 4.68702e-05 0.00114347 -9.3455 -16.6568
## It. 51, RSS = 1.49453e-09, Par. = 6.86675e-05 0.00114881 -7.53589 -14.4418
## It. 52, RSS = 1.40684e-09, Par. = 8.74903e-05 0.00115316 -5.90639 -12.0166
## It. 53, RSS = 1.3363e-09, Par. = 9.20014e-05 0.00115427 -5.48568 -11.1329
## It. 54, RSS = 1.26815e-09, Par. = 0.000102047 0.00115629 -4.60437 -9.63969
## It. 55, RSS = 1.16262e-09, Par. = 0.000119132 0.00115971 -3.01789 -6.57892
## It. 56, RSS = 9.62684e-10, Par. = 0.00012318 0.00116072 -2.52894 -5.15034
## It. 57, RSS = 8.2072e-10, Par. = 0.000132847 0.00116345 -1.60753 -3.02729
## It. 58, RSS = 7.52364e-10, Par. = 0.000134097 0.00126467 -1.38411 -2.48186
## It. 59, RSS = 7.50417e-10, Par. = 0.000134696 0.00146933 -1.33506 -2.60585
## It. 60, RSS = 7.44974e-10, Par. = 0.000134881 0.00167402 -1.31714 -2.7391
## It. 61, RSS = 7.4262e-10, Par. = 0.000134958 0.00178538 -1.30993 -2.79961
## It. 62, RSS = 7.42027e-10, Par. = 0.000134973 0.00200809 -1.31163 -2.98567
## It. 63, RSS = 7.4077e-10, Par. = 0.000134966 0.00223081 -1.31439 -3.14467
## It. 64, RSS = 7.39853e-10, Par. = 0.000134954 0.00245354 -1.31745 -3.29032
## It. 65, RSS = 7.39137e-10, Par. = 0.000134941 0.00267627 -1.32035 -3.42355
## It. 66, RSS = 7.3861e-10, Par. = 0.00013493 0.00283364 -1.32222 -3.50832
## It. 67, RSS = 7.38316e-10, Par. = 0.000134916 0.00314839 -1.3255 -3.67593
## It. 68, RSS = 7.37668e-10, Par. = 0.000134903 0.00346314 -1.32813 -3.81883
## It. 69, RSS = 7.37163e-10, Par. = 0.000134892 0.0037779 -1.33034 -3.94865
## It. 70, RSS = 7.36756e-10, Par. = 0.000134882 0.00409265 -1.33223 -4.06747
## It. 71, RSS = 7.36419e-10, Par. = 0.000134874 0.00440741 -1.33384 -4.17696
## It. 72, RSS = 7.36166e-10, Par. = 0.000134868 0.00461988 -1.33483 -4.24433
## It. 73, RSS = 7.35982e-10, Par. = 0.000134862 0.00500643 -1.33634 -4.36579
## It. 74, RSS = 7.35719e-10, Par. = 0.000134855 0.00543137 -1.33774 -4.48513
## It. 75, RSS = 7.35457e-10, Par. = 0.000134849 0.0058563 -1.33893 -4.59414
## It. 76, RSS = 7.35238e-10, Par. = 0.000134844 0.00628123 -1.33997 -4.69519
## It. 77, RSS = 7.35051e-10, Par. = 0.000134839 0.00670617 -1.34088 -4.78935
## It. 78, RSS = 7.34909e-10, Par. = 0.000134836 0.00697741 -1.34142 -4.84463
## It. 79, RSS = 7.34805e-10, Par. = 0.000134832 0.00747888 -1.34227 -4.94667
## It. 80, RSS = 7.34655e-10, Par. = 0.000134829 0.00802137 -1.34306 -5.04694
## It. 81, RSS = 7.34507e-10, Par. = 0.000134825 0.00856386 -1.34376 -5.13988
## It. 82, RSS = 7.3438e-10, Par. = 0.000134822 0.00910635 -1.34437 -5.22694
## It. 83, RSS = 7.34269e-10, Par. = 0.000134819 0.00964884 -1.34492 -5.3088
## It. 84, RSS = 7.34184e-10, Par. = 0.000134818 0.00998961 -1.34525 -5.35654
## It. 85, RSS = 7.3412e-10, Par. = 0.000134815 0.010626 -1.34577 -5.44574
## It. 86, RSS = 7.34027e-10, Par. = 0.000134813 0.0113076 -1.34626 -5.53347
## It. 87, RSS = 7.33936e-10, Par. = 0.000134811 0.0119891 -1.3467 -5.61556
## It. 88, RSS = 7.33855e-10, Par. = 0.000134809 0.0126707 -1.34709 -5.69302
## It. 89, RSS = 7.33784e-10, Par. = 0.000134807 0.0133522 -1.34744 -5.76633
## It. 90, RSS = 7.3373e-10, Par. = 0.000134806 0.013766 -1.34765 -5.80789
## It. 91, RSS = 7.33688e-10, Par. = 0.000134804 0.0145454 -1.34799 -5.88643
## It. 92, RSS = 7.33628e-10, Par. = 0.000134803 0.0153729 -1.3483 -5.96376
## It. 93, RSS = 7.33568e-10, Par. = 0.000134802 0.0162005 -1.34859 -6.0367
## It. 94, RSS = 7.33516e-10, Par. = 0.0001348 0.017028 -1.34885 -6.10594
## It. 95, RSS = 7.33468e-10, Par. = 0.000134799 0.0177765 -1.34907 -6.1654
## It. 96, RSS = 7.33474e-10, Par. = 0.000134799 0.0177765 -1.34907 -6.1654
## It. 0, RSS = 1.69015e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 4.39122e-09, Par. = -0.00110086 0.000219307 -14.7289 50.1689
## It. 2, RSS = 3.66847e-09, Par. = -0.00114843 0.000232101 -15.2745 47.9026
## It. 3, RSS = 3.07614e-09, Par. = -0.00123675 0.000263186 -15.5064 43.9056
## It. 4, RSS = 2.38142e-09, Par. = -0.00134066 0.000295254 -15.451 41.2542
## It. 5, RSS = 2.07427e-09, Par. = -0.00128314 0.000355962 -17.8607 40.0567
## It. 6, RSS = 2.05146e-09, Par. = -0.00127991 0.000369274 -18.2507 39.6866
## It. 7, RSS = 2.0456e-09, Par. = -0.00125117 0.000378054 -18.7509 39.5285
## It. 8, RSS = 2.04246e-09, Par. = -0.0011922 0.000393077 -19.7294 39.2541
## It. 9, RSS = 2.03225e-09, Par. = -0.00113949 0.000409434 -20.7576 38.8196
## It. 10, RSS = 2.02166e-09, Par. = -0.00109371 0.000426207 -21.7614 38.2634
## It. 11, RSS = 2.01168e-09, Par. = -0.00105726 0.000441666 -22.6426 37.6578
## It. 12, RSS = 2.00554e-09, Par. = -0.0010416 0.000449656 -23.0696 37.2973
## It. 13, RSS = 2.0014e-09, Par. = -0.00100885 0.000464632 -23.8859 36.6223
## It. 14, RSS = 1.99532e-09, Par. = -0.000978336 0.000480558 -24.7134 35.8158
## It. 15, RSS = 1.98945e-09, Par. = -0.000952539 0.000495443 -25.4464 34.9928
## It. 16, RSS = 1.98511e-09, Par. = -0.000934649 0.000506637 -25.9697 34.3287
## It. 17, RSS = 1.98231e-09, Par. = -0.000900001 0.000527687 -26.9445 33.0309
## It. 18, RSS = 1.97579e-09, Par. = -0.000867342 0.000550241 -27.9027 31.502
## It. 19, RSS = 1.96927e-09, Par. = -0.000839492 0.000570989 -28.7056 29.9844
## It. 20, RSS = 1.96519e-09, Par. = -0.000824644 0.000582966 -29.1212 29.053
## It. 21, RSS = 1.96217e-09, Par. = -0.000793927 0.000605455 -29.9039 27.2447
## It. 22, RSS = 1.95707e-09, Par. = -0.000763747 0.000629036 -30.6235 25.22
## It. 23, RSS = 1.95306e-09, Par. = -0.000746549 0.000643303 -30.9863 23.9273
## It. 24, RSS = 1.95011e-09, Par. = -0.000711015 0.00067006 -31.6497 21.4018
## It. 25, RSS = 1.94461e-09, Par. = -0.000675416 0.000697698 -32.1737 18.6292
## It. 26, RSS = 1.94039e-09, Par. = -0.000651482 0.000716377 -32.4063 16.6584
## It. 27, RSS = 1.93697e-09, Par. = -0.000602101 0.000751213 -32.7574 12.7763
## It. 28, RSS = 1.92941e-09, Par. = -0.000556076 0.000783473 -32.7579 8.96162
## It. 29, RSS = 1.92405e-09, Par. = -0.00046144 0.000842479 -32.2617 1.44035
## It. 30, RSS = 1.92198e-09, Par. = -0.000368495 0.000896281 -30.4769 -5.83123
## It. 31, RSS = 1.90656e-09, Par. = -0.00032525 0.000920026 -28.9792 -8.6957
## It. 32, RSS = 1.89519e-09, Par. = -0.000278472 0.000939502 -27.4505 -11.4703
## It. 33, RSS = 1.88869e-09, Par. = -0.000264416 0.000945734 -26.8599 -12.1735
## It. 34, RSS = 1.8835e-09, Par. = -0.000233423 0.000956857 -25.6857 -13.7864
## It. 35, RSS = 1.87823e-09, Par. = -0.000214392 0.000963794 -24.8681 -14.6461
## It. 36, RSS = 1.8738e-09, Par. = -0.000173345 0.000977359 -23.1012 -16.4325
## It. 37, RSS = 1.86395e-09, Par. = -0.000137324 0.000989456 -21.3121 -17.5981
## It. 38, RSS = 1.85209e-09, Par. = -0.000102542 0.00100051 -19.4543 -18.3923
## It. 39, RSS = 1.83804e-09, Par. = -6.93653e-05 0.00101069 -17.5386 -18.7713
## It. 40, RSS = 1.82045e-09, Par. = -3.79134e-05 0.00102004 -15.5859 -18.7127
## It. 41, RSS = 1.7978e-09, Par. = -8.31295e-06 0.00102854 -13.6188 -18.2006
## It. 42, RSS = 1.76778e-09, Par. = 1.93175e-05 0.00103618 -11.6617 -17.2272
## It. 43, RSS = 1.72675e-09, Par. = 4.48755e-05 0.00104289 -9.73929 -15.7942
## It. 44, RSS = 1.66568e-09, Par. = 6.74401e-05 0.00104869 -7.94206 -13.9751
## It. 45, RSS = 1.57992e-09, Par. = 8.67259e-05 0.00105352 -6.32569 -11.8975
## It. 46, RSS = 1.51541e-09, Par. = 9.12369e-05 0.00105477 -5.91593 -11.1242
## It. 47, RSS = 1.45049e-09, Par. = 0.000101431 0.00105704 -5.04505 -9.82926
## It. 48, RSS = 1.34851e-09, Par. = 0.000119893 0.00106109 -3.38954 -7.01008
## It. 49, RSS = 1.00271e-09, Par. = 0.000133005 0.00106412 -1.99264 -3.76546
## It. 50, RSS = 8.59077e-10, Par. = 0.000139295 0.00118991 -1.33465 -2.32461
## It. 51, RSS = 8.09476e-10, Par. = 0.00013981 0.00145257 -1.28161 -2.42921
## It. 52, RSS = 7.97995e-10, Par. = 0.000139987 0.00158097 -1.26638 -2.47387
## It. 53, RSS = 7.97107e-10, Par. = 0.000140033 0.00169278 -1.26378 -2.56323
## It. 54, RSS = 7.96752e-10, Par. = 0.000140027 0.00191639 -1.26814 -2.76292
## It. 55, RSS = 7.95505e-10, Par. = 0.000140008 0.00214001 -1.27247 -2.93011
## It. 56, RSS = 7.94623e-10, Par. = 0.000139989 0.00236363 -1.27645 -3.08104
## It. 57, RSS = 7.93951e-10, Par. = 0.000139971 0.00258726 -1.2799 -3.21771
## It. 58, RSS = 7.93417e-10, Par. = 0.000139956 0.0028109 -1.28285 -3.34223
## It. 59, RSS = 7.9298e-10, Par. = 0.000139943 0.00303454 -1.28537 -3.45642
## It. 60, RSS = 7.92649e-10, Par. = 0.000139934 0.00319416 -1.28701 -3.53069
## It. 61, RSS = 7.92456e-10, Par. = 0.000139923 0.0035134 -1.28965 -3.6763
## It. 62, RSS = 7.92028e-10, Par. = 0.000139912 0.00383264 -1.29184 -3.80257
## It. 63, RSS = 7.91685e-10, Par. = 0.000139902 0.00415189 -1.2937 -3.9182
## It. 64, RSS = 7.91404e-10, Par. = 0.000139894 0.00447114 -1.29531 -4.02475
## It. 65, RSS = 7.91167e-10, Par. = 0.000139887 0.00479039 -1.29669 -4.12349
## It. 66, RSS = 7.90965e-10, Par. = 0.000139881 0.00510964 -1.2979 -4.21546
## It. 67, RSS = 7.9081e-10, Par. = 0.000139877 0.00533006 -1.29868 -4.27417
## It. 68, RSS = 7.90694e-10, Par. = 0.000139871 0.00573494 -1.29985 -4.38063
## It. 69, RSS = 7.90522e-10, Par. = 0.000139866 0.00617577 -1.30096 -4.48535
## It. 70, RSS = 7.90348e-10, Par. = 0.000139861 0.00661661 -1.30193 -4.58188
## It. 71, RSS = 7.90201e-10, Par. = 0.000139857 0.00705744 -1.30279 -4.67195
## It. 72, RSS = 7.90074e-10, Par. = 0.000139853 0.00749828 -1.30354 -4.75633
## It. 73, RSS = 7.89963e-10, Par. = 0.00013985 0.00793912 -1.30421 -4.8357
## It. 74, RSS = 7.89878e-10, Par. = 0.000139848 0.00822234 -1.30462 -4.88315
## It. 75, RSS = 7.89813e-10, Par. = 0.000139845 0.00875068 -1.30526 -4.97133
## It. 76, RSS = 7.89718e-10, Par. = 0.000139842 0.00931712 -1.30587 -5.0581
## It. 77, RSS = 7.89624e-10, Par. = 0.000139839 0.00988355 -1.30641 -5.13922
## It. 78, RSS = 7.89542e-10, Par. = 0.000139837 0.01045 -1.3069 -5.2157
## It. 79, RSS = 7.89469e-10, Par. = 0.000139835 0.0110164 -1.30734 -5.28802
## It. 80, RSS = 7.89404e-10, Par. = 0.000139833 0.0115829 -1.30773 -5.3566
## It. 81, RSS = 7.8935e-10, Par. = 0.000139831 0.0120112 -1.30802 -5.40556
## It. 82, RSS = 7.8932e-10, Par. = 0.000139829 0.0128079 -1.30846 -5.49522
## It. 83, RSS = 7.89255e-10, Par. = 0.000139827 0.0136647 -1.30888 -5.58354
## It. 84, RSS = 7.89185e-10, Par. = 0.000139825 0.0145214 -1.30926 -5.66598
## It. 85, RSS = 7.89125e-10, Par. = 0.000139824 0.0153781 -1.3096 -5.7436
## It. 86, RSS = 7.89073e-10, Par. = 0.000139822 0.0162348 -1.3099 -5.81695
## It. 87, RSS = 7.89027e-10, Par. = 0.000139821 0.0170916 -1.31017 -5.88644
## It. 88, RSS = 7.88984e-10, Par. = 0.00013982 0.0178639 -1.3104 -5.94581
## It. 89, RSS = 7.88954e-10, Par. = 0.000139819 0.0184066 -1.31055 -5.98561
## It. 90, RSS = 7.88936e-10, Par. = 0.000139818 0.0194293 -1.31079 -6.06
## It. 91, RSS = 7.88899e-10, Par. = 0.000139817 0.0205146 -1.31103 -6.13333
## It. 92, RSS = 7.88862e-10, Par. = 0.000139816 0.0216 -1.31124 -6.20259
## It. 93, RSS = 7.88826e-10, Par. = 0.000139815 0.0225784 -1.31142 -6.26177
## It. 94, RSS = 7.88802e-10, Par. = 0.000139814 0.0231612 -1.31152 -6.29523
## It. 95, RSS = 7.88787e-10, Par. = 0.000139813 0.0242702 -1.31169 -6.35912
## It. 96, RSS = 7.88762e-10, Par. = 0.000139813 0.025436 -1.31185 -6.42213
## It. 0, RSS = 1.44403e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 3.3951e-09, Par. = -0.00100652 0.00021967 -14.2851 47.589
## It. 2, RSS = 2.90096e-09, Par. = -0.00105282 0.000233077 -14.6926 45.509
## It. 3, RSS = 2.3944e-09, Par. = -0.00114096 0.000263042 -14.8849 41.678
## It. 4, RSS = 1.80569e-09, Par. = -0.0012428 0.000294183 -14.8323 39.2104
## It. 5, RSS = 1.73905e-09, Par. = -0.00111314 0.000349517 -17.6762 38.7831
## It. 6, RSS = 1.5748e-09, Par. = -0.00109585 0.000368515 -18.5547 38.0359
## It. 7, RSS = 1.57244e-09, Par. = -0.00108925 0.000372552 -18.737 37.9081
## It. 8, RSS = 1.56871e-09, Par. = -0.00106851 0.000378877 -19.1303 37.732
## It. 9, RSS = 1.5641e-09, Par. = -0.00102843 0.000390486 -19.8897 37.3848
## It. 10, RSS = 1.55727e-09, Par. = -0.00099176 0.000402924 -20.6726 36.9272
## It. 11, RSS = 1.5506e-09, Par. = -0.000961524 0.000414604 -21.3756 36.4325
## It. 12, RSS = 1.54577e-09, Par. = -0.000942132 0.000423007 -21.8595 36.0362
## It. 13, RSS = 1.54255e-09, Par. = -0.000904798 0.000438807 -22.7682 35.2628
## It. 14, RSS = 1.53581e-09, Par. = -0.000870553 0.000455858 -23.6903 34.309
## It. 15, RSS = 1.52894e-09, Par. = -0.000842413 0.000471655 -24.4893 33.3339
## It. 16, RSS = 1.52458e-09, Par. = -0.000828002 0.00048082 -24.9191 32.7216
## It. 17, RSS = 1.52144e-09, Par. = -0.00079853 0.000498031 -25.7336 31.5423
## It. 18, RSS = 1.51629e-09, Par. = -0.000770514 0.000516318 -26.5329 30.183
## It. 19, RSS = 1.51134e-09, Par. = -0.000746158 0.000533338 -27.2157 28.8323
## It. 20, RSS = 1.50781e-09, Par. = -0.000729704 0.000545476 -27.6606 27.8158
## It. 21, RSS = 1.50534e-09, Par. = -0.000697045 0.000568281 -28.4785 25.8309
## It. 22, RSS = 1.49985e-09, Par. = -0.000665145 0.000592388 -29.2184 23.5837
## It. 23, RSS = 1.4947e-09, Par. = -0.000636357 0.000614656 -29.7876 21.381
## It. 24, RSS = 1.49119e-09, Par. = -0.000616918 0.000629901 -30.0991 19.7978
## It. 25, RSS = 1.48841e-09, Par. = -0.000577367 0.000658433 -30.6334 16.6916
## It. 26, RSS = 1.48227e-09, Par. = -0.000541717 0.000684948 -30.9137 13.6404
## It. 27, RSS = 1.48195e-09, Par. = -0.000470547 0.000733593 -31.1307 7.67255
## It. 28, RSS = 1.46989e-09, Par. = -0.000440215 0.000756646 -30.7678 4.79733
## It. 29, RSS = 1.46155e-09, Par. = -0.000368729 0.000798177 -29.9415 -1.00063
## It. 30, RSS = 1.45786e-09, Par. = -0.000332517 0.000820022 -28.9946 -3.90844
## It. 31, RSS = 1.45168e-09, Par. = -0.000296316 0.000837935 -28.0224 -6.50371
## It. 32, RSS = 1.44697e-09, Par. = -0.000267758 0.000851258 -27.1183 -8.42604
## It. 33, RSS = 1.44204e-09, Par. = -0.000237032 0.000864506 -26.0628 -10.3678
## It. 34, RSS = 1.43794e-09, Par. = -0.000219566 0.000871975 -25.3717 -11.3674
## It. 35, RSS = 1.43312e-09, Par. = -0.000182051 0.000886387 -23.8935 -13.4518
## It. 36, RSS = 1.42596e-09, Par. = -0.000148532 0.000899277 -22.3483 -15.0053
## It. 37, RSS = 1.41726e-09, Par. = -0.000116019 0.000911057 -20.7175 -16.2332
## It. 38, RSS = 1.40722e-09, Par. = -8.47947e-05 0.000921884 -19.0114 -17.102
## It. 39, RSS = 1.39514e-09, Par. = -5.49534e-05 0.000931827 -17.247 -17.5898
## It. 40, RSS = 1.38027e-09, Par. = -2.65935e-05 0.000940924 -15.4427 -17.6784
## It. 41, RSS = 1.36156e-09, Par. = 1.91037e-07 0.000949189 -13.6177 -17.3537
## It. 42, RSS = 1.3374e-09, Par. = 2.53124e-05 0.000956612 -11.7926 -16.6074
## It. 43, RSS = 1.30536e-09, Par. = 4.86907e-05 0.000963168 -9.98851 -15.4382
## It. 44, RSS = 1.26161e-09, Par. = 7.02585e-05 0.000968826 -8.22688 -13.8526
## It. 45, RSS = 1.19691e-09, Par. = 8.89818e-05 0.000973617 -6.6107 -11.9538
## It. 46, RSS = 1.14454e-09, Par. = 9.33681e-05 0.00097488 -6.19949 -11.2267
## It. 47, RSS = 1.09636e-09, Par. = 0.000103198 0.00097714 -5.33153 -10.029
## It. 48, RSS = 1.02891e-09, Par. = 0.000120853 0.000981169 -3.69821 -7.43394
## It. 49, RSS = 8.04776e-10, Par. = 0.0001336 0.000984205 -2.32024 -4.4359
## It. 50, RSS = 7.23916e-10, Par. = 0.000140876 0.00109631 -1.54805 -2.85169
## It. 51, RSS = 6.51646e-10, Par. = 0.00014132 0.00120703 -1.49419 -2.75007
## It. 52, RSS = 6.50452e-10, Par. = 0.000141484 0.00129475 -1.4835 -2.84826
## It. 53, RSS = 6.49748e-10, Par. = 0.000141501 0.00147017 -1.48709 -3.09128
## It. 54, RSS = 6.48017e-10, Par. = 0.000141491 0.00164561 -1.49156 -3.29353
## It. 55, RSS = 6.46818e-10, Par. = 0.000141473 0.00182106 -1.49624 -3.47694
## It. 56, RSS = 6.45914e-10, Par. = 0.000141455 0.00199652 -1.50053 -3.6432
## It. 57, RSS = 6.452e-10, Par. = 0.000141439 0.00217197 -1.5043 -3.79461
## It. 58, RSS = 6.44662e-10, Par. = 0.000141427 0.00230593 -1.50676 -3.89882
## It. 59, RSS = 6.44386e-10, Par. = 0.000141408 0.00257385 -1.51132 -4.10347
## It. 60, RSS = 6.43671e-10, Par. = 0.000141392 0.00284177 -1.51475 -4.27566
## It. 61, RSS = 6.43126e-10, Par. = 0.000141379 0.0031097 -1.51758 -4.43121
## It. 62, RSS = 6.42692e-10, Par. = 0.000141369 0.00337763 -1.51994 -4.57297
## It. 63, RSS = 6.42338e-10, Par. = 0.000141359 0.00364557 -1.52196 -4.70313
## It. 64, RSS = 6.42042e-10, Par. = 0.000141352 0.0039135 -1.52369 -4.82343
## It. 65, RSS = 6.41816e-10, Par. = 0.000141346 0.00410218 -1.52475 -4.90088
## It. 66, RSS = 6.41652e-10, Par. = 0.000141339 0.00444497 -1.52653 -5.04034
## It. 67, RSS = 6.41409e-10, Par. = 0.000141332 0.00482232 -1.52814 -5.17738
## It. 68, RSS = 6.41164e-10, Par. = 0.000141326 0.00519968 -1.5295 -5.3024
## It. 69, RSS = 6.4096e-10, Par. = 0.000141321 0.00557705 -1.53067 -5.41823
## It. 70, RSS = 6.40787e-10, Par. = 0.000141316 0.00595441 -1.5317 -5.52613
## It. 71, RSS = 6.40637e-10, Par. = 0.000141312 0.00633177 -1.5326 -5.62709
## It. 72, RSS = 6.40522e-10, Par. = 0.000141309 0.00658217 -1.53313 -5.68898
## It. 73, RSS = 6.40437e-10, Par. = 0.000141306 0.00704555 -1.53404 -5.80332
## It. 74, RSS = 6.4031e-10, Par. = 0.000141302 0.00754635 -1.53489 -5.91569
## It. 75, RSS = 6.40183e-10, Par. = 0.000141299 0.00804715 -1.53562 -6.01994
## It. 76, RSS = 6.40075e-10, Par. = 0.000141296 0.00854795 -1.53626 -6.11769
## It. 77, RSS = 6.3998e-10, Par. = 0.000141293 0.00904875 -1.53684 -6.20969
## It. 78, RSS = 6.39896e-10, Par. = 0.000141291 0.00954956 -1.53735 -6.29658
## It. 79, RSS = 6.39831e-10, Par. = 0.000141289 0.0098717 -1.53765 -6.34869
## It. 80, RSS = 6.39782e-10, Par. = 0.000141287 0.0104749 -1.53818 -6.44636
## It. 81, RSS = 6.39708e-10, Par. = 0.000141285 0.0111192 -1.53867 -6.54245
## It. 82, RSS = 6.39635e-10, Par. = 0.000141283 0.0117635 -1.5391 -6.63259
## It. 83, RSS = 6.39571e-10, Par. = 0.000141281 0.0124078 -1.53949 -6.71781
## It. 84, RSS = 6.39514e-10, Par. = 0.00014128 0.013052 -1.53984 -6.79862
## It. 85, RSS = 6.39463e-10, Par. = 0.000141279 0.0136336 -1.54013 -6.86776
## It. 86, RSS = 6.39423e-10, Par. = 0.000141278 0.0141523 -1.54036 -6.92697
## It. 87, RSS = 6.39406e-10, Par. = 0.000141276 0.0151143 -1.54076 -7.03425
## It. 88, RSS = 6.39333e-10, Par. = 0.000141275 0.015633 -1.54095 -7.08536
## It. 89, RSS = 6.39313e-10, Par. = 0.000141274 0.016605 -1.54128 -7.18336
## It. 90, RSS = 6.39267e-10, Par. = 0.000141272 0.0176424 -1.54159 -7.27962
## It. 91, RSS = 6.39218e-10, Par. = 0.000141271 0.0186798 -1.54187 -7.36991
## It. 92, RSS = 6.39176e-10, Par. = 0.00014127 0.0197172 -1.54211 -7.45525
## It. 93, RSS = 6.39138e-10, Par. = 0.000141269 0.0207546 -1.54233 -7.53615
## It. 94, RSS = 6.39103e-10, Par. = 0.000141268 0.0216903 -1.54252 -7.60531
## It. 95, RSS = 6.39079e-10, Par. = 0.000141268 0.0222759 -1.54262 -7.64642
## It. 96, RSS = 6.39063e-10, Par. = 0.000141267 0.0233872 -1.54281 -7.72462
## It. 0, RSS = 1.29755e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 3.73629e-09, Par. = -0.00084913 0.000221245 -13.4354 42.6638
## It. 2, RSS = 3.57993e-09, Par. = -0.000966528 0.000257884 -13.9834 37.9245
## It. 3, RSS = 2.33367e-09, Par. = -0.0010246 0.000278541 -13.775 36.7565
## It. 4, RSS = 2.26411e-09, Par. = -0.00107531 0.000321975 -14.8615 34.8324
## It. 5, RSS = 2.13884e-09, Par. = -0.000958933 0.000351263 -16.5515 34.5971
## It. 6, RSS = 2.08958e-09, Par. = -0.000874564 0.000378196 -18.3086 33.7923
## It. 7, RSS = 2.04119e-09, Par. = -0.000810239 0.000406517 -19.9731 32.5869
## It. 8, RSS = 2.01149e-09, Par. = -0.000756695 0.000435736 -21.5316 31.038
## It. 9, RSS = 1.98966e-09, Par. = -0.0007101 0.000465595 -22.9689 29.1656
## It. 10, RSS = 1.97277e-09, Par. = -0.000667948 0.00049591 -24.2667 26.991
## It. 11, RSS = 1.95923e-09, Par. = -0.000628564 0.000526478 -25.4075 24.5417
## It. 12, RSS = 1.94807e-09, Par. = -0.000590656 0.000557075 -26.3726 21.844
## It. 13, RSS = 1.93858e-09, Par. = -0.000553322 0.000587449 -27.144 18.9294
## It. 14, RSS = 1.93014e-09, Par. = -0.00051942 0.00061481 -27.6512 16.1003
## It. 15, RSS = 1.92459e-09, Par. = -0.000494605 0.000634449 -27.8776 13.9495
## It. 16, RSS = 1.91976e-09, Par. = -0.000443662 0.000670583 -28.1719 9.73339
## It. 17, RSS = 1.90874e-09, Par. = -0.000396757 0.000703761 -28.0095 5.62285
## It. 18, RSS = 1.89655e-09, Par. = -0.000298619 0.000763873 -27.0301 -2.45487
## It. 19, RSS = 1.89016e-09, Par. = -0.000287362 0.000776629 -26.3189 -3.53957
## It. 20, RSS = 1.88272e-09, Par. = -0.000248464 0.000795406 -25.2926 -6.27505
## It. 21, RSS = 1.87724e-09, Par. = -0.000226887 0.000805795 -24.558 -7.67365
## It. 22, RSS = 1.87078e-09, Par. = -0.000179635 0.000825559 -22.9573 -10.5945
## It. 23, RSS = 1.8629e-09, Par. = -0.000138232 0.00084272 -21.1853 -12.7342
## It. 24, RSS = 1.85133e-09, Par. = -9.81863e-05 0.000857975 -19.2627 -14.3751
## It. 25, RSS = 1.83801e-09, Par. = -6.01314e-05 0.000871654 -17.212 -15.4527
## It. 26, RSS = 1.82088e-09, Par. = -2.42871e-05 0.000883909 -15.0697 -15.9196
## It. 27, RSS = 1.79764e-09, Par. = 9.12147e-06 0.000894812 -12.8755 -15.7392
## It. 28, RSS = 1.76428e-09, Par. = 3.98837e-05 0.000904357 -10.6724 -14.8887
## It. 29, RSS = 1.71379e-09, Par. = 6.78161e-05 0.000912483 -8.5055 -13.3653
## It. 30, RSS = 1.63002e-09, Par. = 9.24029e-05 0.000919144 -6.44958 -11.2169
## It. 31, RSS = 1.47963e-09, Par. = 0.000112257 0.00092434 -4.66574 -8.67718
## It. 32, RSS = 1.35184e-09, Par. = 0.000116833 0.000925638 -4.22173 -7.70432
## It. 33, RSS = 1.23165e-09, Par. = 0.000126817 0.000927918 -3.31521 -6.19453
## It. 34, RSS = 1.05822e-09, Par. = 0.000142892 0.00093198 -1.69786 -2.99277
## It. 35, RSS = 7.2223e-10, Par. = 0.000146044 0.00106868 -1.17255 -1.67836
## It. 36, RSS = 7.1533e-10, Par. = 0.000146775 0.0011656 -1.15262 -1.75097
## It. 37, RSS = 7.13933e-10, Par. = 0.000146831 0.00126044 -1.1492 -1.84851
## It. 38, RSS = 7.13666e-10, Par. = 0.000146821 0.00145011 -1.15584 -2.06959
## It. 39, RSS = 7.11567e-10, Par. = 0.000146805 0.00154497 -1.15855 -2.14999
## It. 40, RSS = 7.11102e-10, Par. = 0.000146782 0.00173466 -1.16474 -2.3306
## It. 41, RSS = 7.10058e-10, Par. = 0.000146758 0.00192438 -1.16973 -2.48126
## It. 42, RSS = 7.09282e-10, Par. = 0.000146737 0.0021141 -1.17392 -2.61656
## It. 43, RSS = 7.08673e-10, Par. = 0.00014672 0.00230382 -1.17741 -2.73903
## It. 44, RSS = 7.08181e-10, Par. = 0.000146706 0.00249355 -1.18036 -2.85075
## It. 45, RSS = 7.07809e-10, Par. = 0.000146695 0.00263116 -1.18228 -2.92433
## It. 46, RSS = 7.076e-10, Par. = 0.000146683 0.00290636 -1.18535 -3.06792
## It. 47, RSS = 7.07117e-10, Par. = 0.000146671 0.00318157 -1.18787 -3.19142
## It. 48, RSS = 7.06737e-10, Par. = 0.00014666 0.00345679 -1.19 -3.304
## It. 49, RSS = 7.06428e-10, Par. = 0.000146652 0.00373201 -1.19181 -3.40731
## It. 50, RSS = 7.06171e-10, Par. = 0.000146644 0.00400722 -1.19337 -3.50273
## It. 51, RSS = 7.05952e-10, Par. = 0.000146638 0.00428244 -1.19472 -3.59135
## It. 52, RSS = 7.05784e-10, Par. = 0.000146633 0.00447525 -1.19561 -3.64863
## It. 53, RSS = 7.0566e-10, Par. = 0.000146628 0.00482793 -1.19692 -3.75176
## It. 54, RSS = 7.05474e-10, Par. = 0.000146622 0.00521355 -1.19816 -3.85319
## It. 55, RSS = 7.05287e-10, Par. = 0.000146617 0.00559916 -1.19924 -3.94633
## It. 56, RSS = 7.0513e-10, Par. = 0.000146612 0.00598477 -1.20019 -4.03299
## It. 57, RSS = 7.04994e-10, Par. = 0.000146608 0.00637039 -1.20101 -4.11396
## It. 58, RSS = 7.04877e-10, Par. = 0.000146605 0.00675601 -1.20175 -4.18995
## It. 59, RSS = 7.04787e-10, Par. = 0.000146602 0.00700568 -1.2022 -4.23566
## It. 60, RSS = 7.04719e-10, Par. = 0.0001466 0.00747018 -1.2029 -4.32023
## It. 61, RSS = 7.04619e-10, Par. = 0.000146597 0.00796953 -1.20356 -4.40343
## It. 62, RSS = 7.0452e-10, Par. = 0.000146594 0.00846887 -1.20415 -4.48102
## It. 63, RSS = 7.04434e-10, Par. = 0.000146591 0.00896822 -1.20468 -4.55402
## It. 64, RSS = 7.04358e-10, Par. = 0.000146589 0.00946757 -1.20515 -4.62293
## It. 65, RSS = 7.04291e-10, Par. = 0.000146587 0.00996692 -1.20558 -4.68817
## It. 66, RSS = 7.04234e-10, Par. = 0.000146586 0.010349 -1.20589 -4.73525
## It. 67, RSS = 7.04204e-10, Par. = 0.000146584 0.0110578 -1.20636 -4.82106
## It. 68, RSS = 7.04136e-10, Par. = 0.000146582 0.0118221 -1.20682 -4.90558
## It. 69, RSS = 7.04064e-10, Par. = 0.00014658 0.0125864 -1.20722 -4.98428
## It. 70, RSS = 7.04002e-10, Par. = 0.000146578 0.0133506 -1.20758 -5.05824
## It. 71, RSS = 7.03948e-10, Par. = 0.000146577 0.0141149 -1.20791 -5.12798
## It. 72, RSS = 7.039e-10, Par. = 0.000146575 0.0148792 -1.20819 -5.19397
## It. 73, RSS = 7.03858e-10, Par. = 0.000146574 0.0156434 -1.20846 -5.25658
## It. 74, RSS = 7.0382e-10, Par. = 0.000146573 0.0163342 -1.20867 -5.31028
## It. 75, RSS = 7.03791e-10, Par. = 0.000146572 0.0168488 -1.20883 -5.34854
## It. 76, RSS = 7.03775e-10, Par. = 0.000146571 0.0178161 -1.20907 -5.41957
## It. 77, RSS = 7.0374e-10, Par. = 0.00014657 0.0188452 -1.20931 -5.48959
## It. 78, RSS = 7.03703e-10, Par. = 0.000146569 0.0198742 -1.20952 -5.55561
## It. 79, RSS = 7.0367e-10, Par. = 0.000146568 0.0209033 -1.20972 -5.61824
## It. 80, RSS = 7.03639e-10, Par. = 0.000146567 0.0218329 -1.20988 -5.67193
## It. 81, RSS = 7.03618e-10, Par. = 0.000146567 0.0223916 -1.20998 -5.70258
## It. 82, RSS = 7.03605e-10, Par. = 0.000146566 0.0234547 -1.21013 -5.76107
## It. 83, RSS = 7.03582e-10, Par. = 0.000146566 0.0245721 -1.21028 -5.81877
## It. 84, RSS = 7.03559e-10, Par. = 0.000146565 0.0255895 -1.2104 -5.86871
## It. 85, RSS = 7.03542e-10, Par. = 0.000146565 0.0262114 -1.21048 -5.89782
## It. 86, RSS = 7.03532e-10, Par. = 0.000146564 0.0273977 -1.21061 -5.95344
## It. 87, RSS = 7.03513e-10, Par. = 0.000146563 0.0286415 -1.21073 -6.00833
## It. 88, RSS = 7.03494e-10, Par. = 0.000146563 0.0297791 -1.21083 -6.05618
## It. 89, RSS = 7.0348e-10, Par. = 0.000146563 0.030454 -1.2109 -6.08326
## It. 90, RSS = 7.03471e-10, Par. = 0.000146562 0.0317457 -1.211 -6.13528
## It. 91, RSS = 7.03457e-10, Par. = 0.000146562 0.0330955 -1.21109 -6.18665
## It. 92, RSS = 7.03441e-10, Par. = 0.000146561 0.034337 -1.21118 -6.23183
## It. 93, RSS = 7.0343e-10, Par. = 0.000146561 0.0350767 -1.21123 -6.25757
## It. 94, RSS = 7.03423e-10, Par. = 0.000146561 0.0364955 -1.21131 -6.3071
## It. 95, RSS = 7.0341e-10, Par. = 0.00014656 0.037975 -1.2114 -6.35602
## It. 96, RSS = 7.03397e-10, Par. = 0.00014656 0.0393413 -1.21147 -6.39932
## It. 97, RSS = 7.03413e-10, Par. = 0.00014656 0.0393413 -1.21147 -6.39932
## It. 0, RSS = 1.0434e-08, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 4.08093e-09, Par. = -0.000631018 0.000224424 -12.3613 35.9298
## It. 2, RSS = 2.95137e-09, Par. = -0.000735242 0.000256492 -12.3039 32.5497
## It. 3, RSS = 2.75017e-09, Par. = -0.000759136 0.000324842 -14.6493 29.9586
## It. 4, RSS = 2.1009e-09, Par. = -0.000716783 0.000357464 -15.8958 29.2976
## It. 5, RSS = 2.08825e-09, Par. = -0.000712972 0.000363938 -16.1872 29.0519
## It. 6, RSS = 2.08027e-09, Par. = -0.000693713 0.000374682 -16.8004 28.7246
## It. 7, RSS = 2.0741e-09, Par. = -0.000659867 0.000393928 -17.9194 28.0602
## It. 8, RSS = 2.05974e-09, Par. = -0.000630505 0.000415558 -19.0835 27.1215
## It. 9, RSS = 2.04572e-09, Par. = -0.000605347 0.000437574 -20.1687 26.0029
## It. 10, RSS = 2.0345e-09, Par. = -0.000582218 0.000459759 -21.1749 24.7277
## It. 11, RSS = 2.02496e-09, Par. = -0.00056025 0.000481986 -22.0965 23.3042
## It. 12, RSS = 2.01841e-09, Par. = -0.000549369 0.0004944 -22.5411 22.4257
## It. 13, RSS = 2.01292e-09, Par. = -0.000525827 0.000517125 -23.365 20.75
## It. 14, RSS = 2.00519e-09, Par. = -0.000501966 0.000541222 -24.109 18.7962
## It. 15, RSS = 1.99844e-09, Par. = -0.00048103 0.000561984 -24.6289 16.9649
## It. 16, RSS = 1.99463e-09, Par. = -0.000439204 0.000599179 -25.4262 13.4221
## It. 17, RSS = 1.98062e-09, Par. = -0.000393699 0.000637356 -25.7888 9.30666
## It. 18, RSS = 1.97879e-09, Par. = -0.000299821 0.000701836 -25.5752 1.36182
## It. 19, RSS = 1.96486e-09, Par. = -0.000254954 0.000729909 -24.2425 -2.38666
## It. 20, RSS = 1.9438e-09, Par. = -0.000200242 0.000752786 -22.72 -5.97183
## It. 21, RSS = 1.93451e-09, Par. = -0.0001842 0.000759661 -22.0424 -6.85092
## It. 22, RSS = 1.92601e-09, Par. = -0.000147419 0.000771306 -20.7291 -8.89643
## It. 23, RSS = 1.9183e-09, Par. = -0.000130436 0.000776874 -19.9726 -9.67305
## It. 24, RSS = 1.90919e-09, Par. = -9.26943e-05 0.000787209 -18.361 -11.3814
## It. 25, RSS = 1.89532e-09, Par. = -5.98337e-05 0.000796342 -16.7065 -12.4754
## It. 26, RSS = 1.87777e-09, Par. = -2.80981e-05 0.000804706 -14.9726 -13.1932
## It. 27, RSS = 1.85609e-09, Par. = 2.03314e-06 0.000812525 -13.1716 -13.4728
## It. 28, RSS = 1.8274e-09, Par. = 3.02984e-05 0.000819839 -11.3333 -13.2739
## It. 29, RSS = 1.78773e-09, Par. = 5.64197e-05 0.000826587 -9.49341 -12.5708
## It. 30, RSS = 1.72759e-09, Par. = 7.91116e-05 0.000832754 -7.77047 -11.4115
## It. 31, RSS = 1.64348e-09, Par. = 9.80874e-05 0.000838124 -6.22955 -9.92317
## It. 32, RSS = 1.58036e-09, Par. = 0.000103251 0.000839799 -5.77026 -9.2287
## It. 33, RSS = 1.50664e-09, Par. = 0.000114705 0.00084281 -4.80643 -8.07515
## It. 34, RSS = 1.412e-09, Par. = 0.000134604 0.000848136 -3.01789 -5.46927
## It. 35, RSS = 9.40259e-10, Par. = 0.000146331 0.000851814 -1.66968 -2.46356
## It. 36, RSS = 8.49409e-10, Par. = 0.000150516 0.000967641 -1.25802 -1.7903
## It. 37, RSS = 8.21936e-10, Par. = 0.000151133 0.00120384 -1.18831 -1.92681
## It. 38, RSS = 8.02647e-10, Par. = 0.000151341 0.00143992 -1.17228 -2.10593
## It. 39, RSS = 7.96541e-10, Par. = 0.0001514 0.00154537 -1.1671 -2.16219
## It. 40, RSS = 7.96227e-10, Par. = 0.000151401 0.00175622 -1.17125 -2.35636
## It. 41, RSS = 7.9476e-10, Par. = 0.00015139 0.00186166 -1.17315 -2.42959
## It. 42, RSS = 7.9434e-10, Par. = 0.000151373 0.00207253 -1.17779 -2.5925
## It. 43, RSS = 7.93521e-10, Par. = 0.000151354 0.00228341 -1.18171 -2.7309
## It. 44, RSS = 7.92892e-10, Par. = 0.000151337 0.0024943 -1.18508 -2.85628
## It. 45, RSS = 7.92388e-10, Par. = 0.000151323 0.00270519 -1.18793 -2.97057
## It. 46, RSS = 7.92015e-10, Par. = 0.000151313 0.00284862 -1.18973 -3.04089
## It. 47, RSS = 7.91794e-10, Par. = 0.000151301 0.00313547 -1.19253 -3.17907
## It. 48, RSS = 7.91342e-10, Par. = 0.000151289 0.00342233 -1.19487 -3.29869
## It. 49, RSS = 7.90981e-10, Par. = 0.000151279 0.00370919 -1.19686 -3.40809
## It. 50, RSS = 7.90684e-10, Par. = 0.000151271 0.00399605 -1.19857 -3.50875
## It. 51, RSS = 7.90435e-10, Par. = 0.000151263 0.00428291 -1.20004 -3.60192
## It. 52, RSS = 7.90246e-10, Par. = 0.000151258 0.00447513 -1.20098 -3.65925
## It. 53, RSS = 7.90108e-10, Par. = 0.000151252 0.00482698 -1.20234 -3.76288
## It. 54, RSS = 7.89908e-10, Par. = 0.000151246 0.00521141 -1.20362 -3.86475
## It. 55, RSS = 7.89709e-10, Par. = 0.000151241 0.00559585 -1.20474 -3.95832
## It. 56, RSS = 7.8954e-10, Par. = 0.000151236 0.00598029 -1.20572 -4.04539
## It. 57, RSS = 7.89395e-10, Par. = 0.000151232 0.00636472 -1.20658 -4.12675
## It. 58, RSS = 7.89286e-10, Par. = 0.000151229 0.00660544 -1.20711 -4.17383
## It. 59, RSS = 7.89204e-10, Par. = 0.000151226 0.00705264 -1.20789 -4.261
## It. 60, RSS = 7.89087e-10, Par. = 0.000151222 0.00753407 -1.20863 -4.34671
## It. 61, RSS = 7.88972e-10, Par. = 0.000151219 0.0080155 -1.20929 -4.42651
## It. 62, RSS = 7.88872e-10, Par. = 0.000151216 0.00849693 -1.20989 -4.5015
## It. 63, RSS = 7.88785e-10, Par. = 0.000151213 0.00897836 -1.21041 -4.57219
## It. 64, RSS = 7.88718e-10, Par. = 0.000151212 0.00927966 -1.21074 -4.61346
## It. 65, RSS = 7.88666e-10, Par. = 0.000151209 0.00984412 -1.21123 -4.6906
## It. 66, RSS = 7.88592e-10, Par. = 0.000151207 0.0104467 -1.21171 -4.76652
## It. 67, RSS = 7.88518e-10, Par. = 0.000151205 0.0110493 -1.21214 -4.83779
## It. 68, RSS = 7.88454e-10, Par. = 0.000151203 0.0116519 -1.21252 -4.90518
## It. 69, RSS = 7.88396e-10, Par. = 0.000151202 0.0122545 -1.21287 -4.96907
## It. 70, RSS = 7.88348e-10, Par. = 0.0001512 0.0126844 -1.21312 -5.01202
## It. 71, RSS = 7.88321e-10, Par. = 0.000151199 0.0134873 -1.21348 -5.09132
## It. 72, RSS = 7.88265e-10, Par. = 0.000151197 0.0143471 -1.21384 -5.16942
## It. 73, RSS = 7.88207e-10, Par. = 0.000151196 0.015207 -1.21416 -5.24257
## It. 74, RSS = 7.88157e-10, Par. = 0.000151194 0.0160668 -1.21445 -5.31163
## It. 75, RSS = 7.88112e-10, Par. = 0.000151193 0.0169266 -1.21471 -5.37702
## It. 76, RSS = 7.88071e-10, Par. = 0.000151192 0.0177007 -1.21492 -5.43276
## It. 77, RSS = 7.88043e-10, Par. = 0.000151191 0.0182322 -1.21507 -5.46924
## It. 78, RSS = 7.88025e-10, Par. = 0.00015119 0.0192345 -1.21529 -5.53754
## It. 79, RSS = 7.87991e-10, Par. = 0.000151189 0.0202974 -1.21551 -5.60487
## It. 80, RSS = 7.87956e-10, Par. = 0.000151188 0.0213603 -1.21571 -5.66852
## It. 81, RSS = 7.87923e-10, Par. = 0.000151187 0.0223195 -1.21587 -5.72298
## It. 82, RSS = 7.87901e-10, Par. = 0.000151187 0.0228997 -1.21597 -5.75428
## It. 83, RSS = 7.87887e-10, Par. = 0.000151186 0.024003 -1.21613 -5.81392
## It. 84, RSS = 7.87863e-10, Par. = 0.000151185 0.0251633 -1.21628 -5.87275
## It. 85, RSS = 7.87838e-10, Par. = 0.000151185 0.0262183 -1.21641 -5.92356
## It. 86, RSS = 7.8782e-10, Par. = 0.000151184 0.026863 -1.21649 -5.95315
## It. 87, RSS = 7.87809e-10, Par. = 0.000151184 0.0280922 -1.21662 -6.00966
## It. 88, RSS = 7.87789e-10, Par. = 0.000151183 0.0293816 -1.21674 -6.06542
## It. 89, RSS = 7.87769e-10, Par. = 0.000151183 0.0305595 -1.21685 -6.11395
## It. 90, RSS = 7.87754e-10, Par. = 0.000151182 0.0312611 -1.21692 -6.14152
## It. 91, RSS = 7.87745e-10, Par. = 0.000151182 0.0326033 -1.21702 -6.19444
## It. 92, RSS = 7.87729e-10, Par. = 0.000151181 0.0340066 -1.21712 -6.24668
## It. 93, RSS = 7.87713e-10, Par. = 0.000151181 0.0352956 -1.2172 -6.29254
## It. 94, RSS = 7.87701e-10, Par. = 0.000151181 0.0360641 -1.21726 -6.31869
## It. 95, RSS = 7.87693e-10, Par. = 0.00015118 0.0375374 -1.21734 -6.36895
## It. 96, RSS = 7.8768e-10, Par. = 0.00015118 0.0390744 -1.21742 -6.41861
## It. 0, RSS = 9.78124e-09, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 6.18607e-09, Par. = -0.000417722 0.000232781 -13.0808 31.1024
## It. 2, RSS = 5.39771e-09, Par. = -0.000410883 0.000387142 -21.1329 23.5124
## It. 3, RSS = 2.60726e-09, Par. = -0.000483587 0.000460404 -18.7527 19.4727
## It. 4, RSS = 2.27338e-09, Par. = -0.000460852 0.000476317 -19.5988 18.9652
## It. 5, RSS = 2.26188e-09, Par. = -0.000443042 0.000509094 -20.8789 17.1828
## It. 6, RSS = 2.24502e-09, Par. = -0.000425479 0.000540839 -21.822 15.1112
## It. 7, RSS = 2.23385e-09, Par. = -0.000405239 0.000569092 -22.4542 12.9663
## It. 8, RSS = 2.22697e-09, Par. = -0.000355626 0.000621246 -23.3177 8.37881
## It. 9, RSS = 2.19856e-09, Par. = -0.000295136 0.000663284 -22.9474 3.35954
## It. 10, RSS = 2.17574e-09, Par. = -0.000142125 0.000724857 -20.1714 -6.90701
## It. 11, RSS = 2.14608e-09, Par. = -0.000136667 0.000731369 -18.8158 -6.73449
## It. 12, RSS = 2.13129e-09, Par. = -0.000101701 0.00073639 -17.3262 -8.11869
## It. 13, RSS = 2.11304e-09, Par. = -7.56106e-05 0.000739656 -16.1513 -8.96839
## It. 14, RSS = 2.10292e-09, Par. = -2.39234e-05 0.000745039 -13.7758 -10.5047
## It. 15, RSS = 2.09791e-09, Par. = 2.29769e-05 0.000752316 -11.1413 -11.0165
## It. 16, RSS = 1.97553e-09, Par. = 4.1319e-05 0.000757308 -9.93751 -10.595
## It. 17, RSS = 1.96675e-09, Par. = 7.68926e-05 0.000765356 -7.68101 -10.0388
## It. 18, RSS = 1.8091e-09, Par. = 8.85159e-05 0.000769758 -6.72699 -9.03931
## It. 19, RSS = 1.7574e-09, Par. = 0.000115821 0.00077721 -4.71876 -7.41885
## It. 20, RSS = 1.40336e-09, Par. = 0.000131742 0.000782623 -3.20554 -5.01956
## It. 21, RSS = 1.26763e-09, Par. = 0.000135116 0.000783673 -2.92831 -4.40233
## It. 22, RSS = 1.11997e-09, Par. = 0.000141147 0.000785427 -2.39579 -3.52263
## It. 23, RSS = 8.40896e-10, Par. = 0.00015097 0.000789112 -1.44622 -1.75604
## It. 24, RSS = 7.49987e-10, Par. = 0.000152562 0.000883089 -1.20032 -1.36442
## It. 25, RSS = 7.48481e-10, Par. = 0.000152942 0.00107326 -1.18276 -1.63878
## It. 26, RSS = 7.34449e-10, Par. = 0.00015301 0.00116839 -1.17649 -1.71014
## It. 27, RSS = 7.3322e-10, Par. = 0.000153016 0.00126021 -1.17954 -1.82642
## It. 28, RSS = 7.3284e-10, Par. = 0.000152981 0.00144384 -1.18921 -2.05644
## It. 29, RSS = 7.30673e-10, Par. = 0.000152956 0.00153568 -1.19286 -2.1408
## It. 30, RSS = 7.30141e-10, Par. = 0.000152927 0.00171935 -1.19982 -2.32521
## It. 31, RSS = 7.29e-10, Par. = 0.000152899 0.00190305 -1.20522 -2.47894
## It. 32, RSS = 7.28143e-10, Par. = 0.000152877 0.00208675 -1.20967 -2.61692
## It. 33, RSS = 7.27469e-10, Par. = 0.000152858 0.00227046 -1.21337 -2.74187
## It. 34, RSS = 7.26921e-10, Par. = 0.000152843 0.00245417 -1.21648 -2.85595
## It. 35, RSS = 7.26508e-10, Par. = 0.000152832 0.00258715 -1.21848 -2.9309
## It. 36, RSS = 7.26274e-10, Par. = 0.000152818 0.00285311 -1.22181 -3.07768
## It. 37, RSS = 7.25737e-10, Par. = 0.000152804 0.00311908 -1.2245 -3.20403
## It. 38, RSS = 7.25313e-10, Par. = 0.000152793 0.00338506 -1.22678 -3.31926
## It. 39, RSS = 7.24967e-10, Par. = 0.000152784 0.00365103 -1.22872 -3.42507
## It. 40, RSS = 7.24678e-10, Par. = 0.000152775 0.00391701 -1.23038 -3.52286
## It. 41, RSS = 7.24433e-10, Par. = 0.000152768 0.00418299 -1.23183 -3.61373
## It. 42, RSS = 7.24245e-10, Par. = 0.000152763 0.00436749 -1.23275 -3.67183
## It. 43, RSS = 7.24106e-10, Par. = 0.000152757 0.00470539 -1.23418 -3.77689
## It. 44, RSS = 7.23899e-10, Par. = 0.000152751 0.0050744 -1.23552 -3.88022
## It. 45, RSS = 7.23691e-10, Par. = 0.000152745 0.00544341 -1.23668 -3.9752
## It. 46, RSS = 7.23515e-10, Par. = 0.00015274 0.00581242 -1.2377 -4.06362
## It. 47, RSS = 7.23364e-10, Par. = 0.000152736 0.00618143 -1.23859 -4.14632
## It. 48, RSS = 7.23232e-10, Par. = 0.000152732 0.00655044 -1.23937 -4.22396
## It. 49, RSS = 7.23131e-10, Par. = 0.000152729 0.00678923 -1.23986 -4.27064
## It. 50, RSS = 7.23055e-10, Par. = 0.000152726 0.00723378 -1.24062 -4.35718
## It. 51, RSS = 7.22943e-10, Par. = 0.000152723 0.00771137 -1.24134 -4.44233
## It. 52, RSS = 7.22831e-10, Par. = 0.00015272 0.00818897 -1.24199 -4.52177
## It. 53, RSS = 7.22734e-10, Par. = 0.000152717 0.00866656 -1.24256 -4.59653
## It. 54, RSS = 7.22649e-10, Par. = 0.000152715 0.00914415 -1.24307 -4.66714
## It. 55, RSS = 7.22573e-10, Par. = 0.000152712 0.00962175 -1.24354 -4.73402
## It. 56, RSS = 7.22509e-10, Par. = 0.000152711 0.00998489 -1.24386 -4.78196
## It. 57, RSS = 7.22475e-10, Par. = 0.000152708 0.0106591 -1.24439 -4.86955
## It. 58, RSS = 7.22399e-10, Par. = 0.000152706 0.0113853 -1.24489 -4.95582
## It. 59, RSS = 7.22317e-10, Par. = 0.000152704 0.0121116 -1.24533 -5.03619
## It. 60, RSS = 7.22247e-10, Par. = 0.000152702 0.0128379 -1.24572 -5.11177
## It. 61, RSS = 7.22187e-10, Par. = 0.0001527 0.0135642 -1.24607 -5.18309
## It. 62, RSS = 7.22133e-10, Par. = 0.000152699 0.0142905 -1.24639 -5.2506
## It. 63, RSS = 7.22085e-10, Par. = 0.000152697 0.0150167 -1.24667 -5.31468
## It. 64, RSS = 7.22041e-10, Par. = 0.000152696 0.0156738 -1.24691 -5.3697
## It. 65, RSS = 7.2201e-10, Par. = 0.000152695 0.0161614 -1.24708 -5.40877
## It. 66, RSS = 7.21991e-10, Par. = 0.000152694 0.0170789 -1.24735 -5.48141
## It. 67, RSS = 7.21951e-10, Par. = 0.000152693 0.0180542 -1.24761 -5.55302
## It. 68, RSS = 7.21909e-10, Par. = 0.000152692 0.0190295 -1.24784 -5.62056
## It. 69, RSS = 7.21872e-10, Par. = 0.000152691 0.0200048 -1.24806 -5.68467
## It. 70, RSS = 7.21837e-10, Par. = 0.00015269 0.0208868 -1.24823 -5.7397
## It. 71, RSS = 7.21813e-10, Par. = 0.000152689 0.0214156 -1.24834 -5.77103
## It. 72, RSS = 7.21798e-10, Par. = 0.000152689 0.0224225 -1.24851 -5.83091
## It. 73, RSS = 7.21772e-10, Par. = 0.000152688 0.02348 -1.24867 -5.88997
## It. 74, RSS = 7.21746e-10, Par. = 0.000152687 0.0244437 -1.24881 -5.94115
## It. 75, RSS = 7.21727e-10, Par. = 0.000152687 0.0250319 -1.2489 -5.97093
## It. 76, RSS = 7.21714e-10, Par. = 0.000152686 0.0261543 -1.24904 -6.02788
## It. 77, RSS = 7.21694e-10, Par. = 0.000152686 0.0273308 -1.24917 -6.0841
## It. 78, RSS = 7.21672e-10, Par. = 0.000152685 0.0284073 -1.24929 -6.13315
## It. 79, RSS = 7.21656e-10, Par. = 0.000152685 0.029045 -1.24936 -6.16086
## It. 80, RSS = 7.21646e-10, Par. = 0.000152684 0.0302656 -1.24947 -6.21413
## It. 81, RSS = 7.21629e-10, Par. = 0.000152684 0.0315409 -1.24958 -6.26674
## It. 82, RSS = 7.21611e-10, Par. = 0.000152683 0.0327146 -1.24967 -6.31305
## It. 83, RSS = 7.21599e-10, Par. = 0.000152683 0.0334133 -1.24973 -6.33941
## It. 84, RSS = 7.2159e-10, Par. = 0.000152683 0.0347537 -1.24982 -6.39017
## It. 85, RSS = 7.21576e-10, Par. = 0.000152682 0.0361511 -1.24991 -6.44032
## It. 86, RSS = 7.21561e-10, Par. = 0.000152682 0.0374418 -1.24999 -6.48471
## It. 87, RSS = 7.21551e-10, Par. = 0.000152682 0.0381961 -1.25004 -6.50955
## It. 88, RSS = 7.21544e-10, Par. = 0.000152681 0.0396466 -1.25011 -6.55753
## It. 89, RSS = 7.21532e-10, Par. = 0.000152681 0.041155 -1.25019 -6.60495
## It. 90, RSS = 7.2152e-10, Par. = 0.000152681 0.0425544 -1.25025 -6.64721
## It. 91, RSS = 7.21511e-10, Par. = 0.00015268 0.0433728 -1.25029 -6.67092
## It. 92, RSS = 7.21505e-10, Par. = 0.00015268 0.0449492 -1.25036 -6.71678
## It. 93, RSS = 7.21495e-10, Par. = 0.00015268 0.0465859 -1.25042 -6.76213
## It. 94, RSS = 7.21485e-10, Par. = 0.000152679 0.0481092 -1.25048 -6.80276
## It. 95, RSS = 7.21478e-10, Par. = 0.000152679 0.0489889 -1.25051 -6.82529
## It. 96, RSS = 7.21473e-10, Par. = 0.000152679 0.0506869 -1.25056 -6.86898
## It. 0, RSS = 8.52333e-09, Par. = 0.0001 0.0002 -2 10
## It. 1, RSS = 6.06044e-09, Par. = -0.000194956 0.000238486 -12.5671 25.0045
## It. 2, RSS = 4.66897e-09, Par. = -0.000222629 0.000250188 -11.7797 24.5572
## It. 3, RSS = 3.8426e-09, Par. = -0.000309663 0.000270156 -10.8782 22.4719
## It. 4, RSS = 3.39825e-09, Par. = -0.000381492 0.000289372 -10.3368 21.2099
## It. 5, RSS = 3.21881e-09, Par. = -0.000361179 0.000334781 -12.2403 19.7806
## It. 6, RSS = 3.18718e-09, Par. = -0.000369185 0.000344534 -12.3899 19.3231
## It. 7, RSS = 3.15958e-09, Par. = -0.000356539 0.000362004 -13.1573 18.6556
## It. 8, RSS = 3.14586e-09, Par. = -0.000329257 0.000395698 -14.7005 17.1621
## It. 9, RSS = 3.08844e-09, Par. = -0.000309614 0.000429526 -15.934 15.1745
## It. 10, RSS = 3.06453e-09, Par. = -0.000298348 0.000449154 -16.4243 13.8066
## It. 11, RSS = 3.04622e-09, Par. = -0.000266427 0.000486245 -17.3712 10.9724
## It. 12, RSS = 3.01357e-09, Par. = -0.000232565 0.000520622 -17.76 7.7569
## It. 13, RSS = 2.98465e-09, Par. = -0.000157343 0.000574768 -17.5948 1.62125
## It. 14, RSS = 2.9602e-09, Par. = -0.000123549 0.000593476 -16.3953 -0.874801
## It. 15, RSS = 2.92159e-09, Par. = -8.12329e-05 0.000607708 -15.1583 -3.24587
## It. 16, RSS = 2.89273e-09, Par. = -4.64709e-05 0.000617386 -13.855 -4.91825
## It. 17, RSS = 2.85852e-09, Par. = -1.6214e-05 0.000624584 -12.5671 -6.09583
## It. 18, RSS = 2.81915e-09, Par. = 1.05904e-05 0.000630404 -11.2983 -6.88897
## It. 19, RSS = 2.77178e-09, Par. = 3.49819e-05 0.000635507 -10.0328 -7.35766
## It. 20, RSS = 2.71309e-09, Par. = 5.69316e-05 0.000640142 -8.79165 -7.50855
## It. 21, RSS = 2.63619e-09, Par. = 7.8094e-05 0.000644719 -7.5021 -7.3626
## It. 22, RSS = 2.61573e-09, Par. = 0.000114876 0.000653622 -5.12165 -6.59797
## It. 23, RSS = 2.22101e-09, Par. = 0.000124097 0.000658009 -4.20967 -5.19394
## It. 24, RSS = 2.01392e-09, Par. = 0.000148227 0.000665069 -2.36517 -3.29589
## It. 25, RSS = 8.72986e-10, Par. = 0.000157862 0.000669792 -1.06221 -0.449427
## It. 26, RSS = 8.00052e-10, Par. = 0.000160486 0.00078422 -0.91411 -0.585783
## It. 27, RSS = 7.36542e-10, Par. = 0.00016069 0.00089861 -0.869087 -0.602827
## It. 28, RSS = 7.32038e-10, Par. = 0.000160776 0.000957972 -0.866535 -0.658583
## It. 29, RSS = 7.31592e-10, Par. = 0.000160758 0.00107662 -0.875155 -0.818158
## It. 30, RSS = 7.30074e-10, Par. = 0.000160724 0.00119531 -0.882676 -0.950739
## It. 31, RSS = 7.2901e-10, Par. = 0.000160694 0.00131402 -0.889003 -1.06923
## It. 32, RSS = 7.28197e-10, Par. = 0.00016067 0.00143275 -0.894242 -1.17567
## It. 33, RSS = 7.2755e-10, Par. = 0.00016065 0.00155148 -0.898611 -1.27207
## It. 34, RSS = 7.27073e-10, Par. = 0.000160636 0.00163133 -0.901251 -1.33043
## It. 35, RSS = 7.26791e-10, Par. = 0.00016062 0.00179103 -0.905496 -1.44473
## It. 36, RSS = 7.26221e-10, Par. = 0.000160603 0.00195075 -0.909014 -1.54338
## It. 37, RSS = 7.25768e-10, Par. = 0.00016059 0.00211047 -0.911989 -1.63326
## It. 38, RSS = 7.25396e-10, Par. = 0.000160578 0.0022702 -0.914523 -1.7157
## It. 39, RSS = 7.25083e-10, Par. = 0.000160568 0.00242993 -0.916701 -1.79179
## It. 40, RSS = 7.24846e-10, Par. = 0.000160561 0.00253926 -0.918081 -1.83959
## It. 41, RSS = 7.24672e-10, Par. = 0.000160553 0.00273887 -0.920138 -1.92524
## It. 42, RSS = 7.24417e-10, Par. = 0.000160545 0.00295753 -0.922084 -2.00938
## It. 43, RSS = 7.24163e-10, Par. = 0.000160537 0.0031762 -0.923768 -2.08636
## It. 44, RSS = 7.23948e-10, Par. = 0.00016053 0.00339487 -0.92523 -2.15774
## It. 45, RSS = 7.23765e-10, Par. = 0.000160525 0.00361354 -0.926508 -2.22425
## It. 46, RSS = 7.23626e-10, Par. = 0.00016052 0.00374966 -0.927271 -2.26244
## It. 47, RSS = 7.23524e-10, Par. = 0.000160516 0.00400232 -0.928421 -2.33288
## It. 48, RSS = 7.23378e-10, Par. = 0.000160511 0.00427455 -0.929525 -2.40211
## It. 49, RSS = 7.23234e-10, Par. = 0.000160507 0.00454679 -0.930505 -2.46644
## It. 50, RSS = 7.2311e-10, Par. = 0.000160503 0.00481902 -0.931373 -2.52677
## It. 51, RSS = 7.23001e-10, Par. = 0.0001605 0.00509126 -0.932146 -2.58355
## It. 52, RSS = 7.22917e-10, Par. = 0.000160497 0.00526381 -0.932623 -2.61712
## It. 53, RSS = 7.22853e-10, Par. = 0.000160494 0.00558658 -0.933351 -2.67951
## It. 54, RSS = 7.2276e-10, Par. = 0.000160491 0.00593166 -0.934056 -2.74093
## It. 55, RSS = 7.22668e-10, Par. = 0.000160488 0.00627675 -0.934691 -2.79845
## It. 56, RSS = 7.22587e-10, Par. = 0.000160486 0.00662185 -0.935259 -2.85274
## It. 57, RSS = 7.22515e-10, Par. = 0.000160484 0.00696694 -0.935771 -2.90412
## It. 58, RSS = 7.22455e-10, Par. = 0.000160482 0.00721287 -0.93612 -2.93858
## It. 59, RSS = 7.22421e-10, Par. = 0.00016048 0.00767166 -0.93666 -3.00201
## It. 60, RSS = 7.22352e-10, Par. = 0.000160477 0.00816352 -0.937184 -3.06447
## It. 61, RSS = 7.2228e-10, Par. = 0.000160475 0.00865539 -0.937654 -3.12288
## It. 62, RSS = 7.22217e-10, Par. = 0.000160474 0.00914726 -0.938073 -3.17794
## It. 63, RSS = 7.22162e-10, Par. = 0.000160472 0.00963913 -0.93845 -3.23
## It. 64, RSS = 7.22114e-10, Par. = 0.00016047 0.010131 -0.938789 -3.27937
## It. 65, RSS = 7.22069e-10, Par. = 0.000160469 0.0105757 -0.939072 -3.32172
## It. 66, RSS = 7.22036e-10, Par. = 0.000160468 0.0108987 -0.939269 -3.35112
## It. 67, RSS = 7.22017e-10, Par. = 0.000160467 0.0115069 -0.939579 -3.40579
## It. 68, RSS = 7.21977e-10, Par. = 0.000160466 0.0121529 -0.939882 -3.45971
## It. 69, RSS = 7.21935e-10, Par. = 0.000160464 0.0127988 -0.940158 -3.51059
## It. 70, RSS = 7.21896e-10, Par. = 0.000160463 0.0133806 -0.940388 -3.55398
## It. 71, RSS = 7.21869e-10, Par. = 0.000160463 0.0137192 -0.940523 -3.57793
## It. 72, RSS = 7.21853e-10, Par. = 0.000160462 0.014364 -0.94073 -3.62369
## It. 73, RSS = 7.21825e-10, Par. = 0.000160461 0.0150412 -0.940935 -3.66882
## It. 74, RSS = 7.21797e-10, Par. = 0.00016046 0.0156582 -0.94111 -3.70792
## It. 75, RSS = 7.21777e-10, Par. = 0.00016046 0.0160443 -0.94122 -3.73128
## It. 76, RSS = 7.21764e-10, Par. = 0.000160459 0.0167803 -0.941392 -3.77574
## It. 77, RSS = 7.21741e-10, Par. = 0.000160458 0.0175526 -0.941563 -3.81962
## It. 78, RSS = 7.21717e-10, Par. = 0.000160457 0.0182579 -0.941709 -3.85778
## It. 79, RSS = 7.217e-10, Par. = 0.000160457 0.0186704 -0.941797 -3.87906
## It. 80, RSS = 7.21689e-10, Par. = 0.000160456 0.0194599 -0.941934 -3.91991
## It. 81, RSS = 7.21671e-10, Par. = 0.000160456 0.020285 -0.942069 -3.96025
## It. 82, RSS = 7.21652e-10, Par. = 0.000160455 0.0210437 -0.942187 -3.99573
## It. 83, RSS = 7.21639e-10, Par. = 0.000160455 0.0215016 -0.94226 -4.01622
## It. 84, RSS = 7.2163e-10, Par. = 0.000160455 0.0223794 -0.942374 -4.05554
## It. 85, RSS = 7.21614e-10, Par. = 0.000160454 0.0232952 -0.942487 -4.09438
## It. 86, RSS = 7.21599e-10, Par. = 0.000160454 0.02414 -0.942587 -4.1287
## It. 87, RSS = 7.21587e-10, Par. = 0.000160453 0.0246305 -0.942647 -4.14777
## It. 88, RSS = 7.2158e-10, Par. = 0.000160453 0.0255733 -0.94274 -4.18455
## It. 89, RSS = 7.21567e-10, Par. = 0.000160453 0.0265543 -0.942833 -4.22091
## It. 90, RSS = 7.21554e-10, Par. = 0.000160452 0.0274641 -0.942916 -4.2533
## It. 91, RSS = 7.21545e-10, Par. = 0.000160452 0.0280005 -0.942966 -4.27162
## It. 92, RSS = 7.21538e-10, Par. = 0.000160452 0.0290329 -0.943045 -4.30698
## It. 93, RSS = 7.21528e-10, Par. = 0.000160451 0.0301057 -0.943124 -4.34195
## It. 94, RSS = 7.21517e-10, Par. = 0.000160451 0.0311032 -0.943194 -4.37322
## It. 95, RSS = 7.21531e-10, Par. = 0.000160451 0.0311032 -0.943194 -4.37322
write_csv(Kd_intensity_residuals, "20180209_dN_hFis1_pep13_Kd_intensity_residuals.csv")
Kd_intensity_residuals
## # A tibble: 396 x 5
## # Groups: wavelength [36]
## wavelength lnC inv_F .fitted .resid
## <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 320 1.10 0.000293 0.000269 0.0000245
## 2 320 1.95 0.000221 0.000238 -0.0000170
## 3 320 2.30 0.000207 0.000225 -0.0000185
## 4 320 3.40 0.000169 0.000189 -0.0000207
## 5 320 4.25 0.000179 0.000164 0.0000152
## 6 320 4.61 0.000169 0.000153 0.0000156
## 7 320 5.70 0.000138 0.000123 0.0000147
## 8 320 6.55 0.000105 0.000102 0.00000301
## 9 320 6.91 0.0000898 0.0000932 -0.00000341
## 10 320 7.17 0.0000816 0.0000871 -0.00000551
## # … with 386 more rows
Kd_intensity_residuals %>%
filter(., lnC > 0) %>%
ggplot(., aes(x = lnC, y = .resid)) +
geom_point() +
geom_hline(yintercept = 0, color = "red", linetype = 2) +
facet_wrap(~ wavelength) +
scale_x_continuous(limits = c(0, 10),
breaks = c(0, 2, 4, 6, 8, 10)) +
#scale_y_continuous(limits = c(-12e-6, 12e-6),
# breaks = c(-1e-5, 0, 1e-5)) +
labs(title = "Residuals from Kd fit by nlsLM of 1/F vs. ln[pep13] at λ",
x = "ln [pep13] (µM)", y = "Residuals") +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
axis.title.x = element_text(size = 16),
axis.title.y = element_text(size = 16),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_intensity_residuals_plot.png",
width = 28, height = 24, dpi = 300, units = "cm")
# Determine Kd by change in Fluorescence Intensity of difference em spectra ----
# compute change in Fluorescence of difference em spectra (from each [titrant])
tmp2 <- corrected %>%
filter(., wavelength >= 310 & wavelength <= 370 & conc == 0) %>%
mutate(., "zero" = Fluorescence)
df_changeF_corrected <- corrected %>%
filter(., wavelength >= 310 & wavelength <= 370 & conc != 30) %>%
left_join(., tmp2, by = c("wavelength")) %>%
select(., wavelength, conc.x, Fluorescence.x, zero) %>%
rename(., "conc" = conc.x,
"Fluorescence" = Fluorescence.x) %>%
mutate(., "changeF" = Fluorescence - zero,
"inv_F" = 1/Fluorescence,
"inv_conc" = 1/conc,
"lnC" = log(conc))
# visualize model fitting
df_changeF_corrected %>%
filter(., wavelength >= 310 & wavelength <= 370 & changeF >= 0) %>%
ggplot(., aes(x = conc, y = changeF)) +
geom_point() +
facet_wrap(~ wavelength) +
geom_line(stat = "smooth", method = "nlsLM",
formula = y ~ (Fmax*x)/(kd+x),
method.args = list(start = c(Fmax = 2000,
kd = 1),
control = nls.control(maxiter = 100, tol = 1e-6)),
se = FALSE,
fullrange = TRUE,
size = 1,
alpha = 0.6,
color = "purple") +
scale_x_continuous(limits = c(0, 2000),
breaks = c(0, 800, 1600)) +
scale_y_continuous(limits = c(0, 3030),
breaks = c(0, 1000, 2000, 3000)) +
labs(title = "Kd Determination by nlsLM of ∆F vs. [pep13] at λ",
x = "[pep13] (µM)", y = "∆F (AU)") +
theme_bw() +
theme(axis.text = element_text(size = 12, color = "black"),
axis.title.x = element_text(size = 16),
axis.title.y = element_text(size = 16),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_changeF_facet.png",
width = 30, height = 24, dpi = 300, units = "cm")
# visualize model fitting
df_changeF_corrected %>%
filter(., wavelength >= 330 & wavelength <= 335 & changeF >= 0) %>%
ggplot(., aes(x = conc, y = changeF, color = factor(wavelength))) +
geom_point() +
geom_line(stat = "smooth", method = "nlsLM",
formula = y ~ (Fmax*x)/(kd+x),
method.args = list(start = c(Fmax = 2000,
kd = 1),
control = nls.control(maxiter = 100, tol = 1e-6)),
se = FALSE,
fullrange = TRUE,
size = 1,
alpha = 0.6) +
scale_x_continuous(limits = c(0, 2000),
breaks = c(0, 500, 1000, 1500, 2000)) +
scale_y_continuous(limits = c(0, 3030),
breaks = c(0, 1000, 2000, 3000)) +
scale_color_brewer(palette = "Dark2") +
labs(title = "Kd Determination by nlsLM of ∆F vs. [pep13] at λ",
color = "Wavelength (nm)",
x = "[pep13] (µM)", y = "∆F (AU)") +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
axis.title.x = element_text(size = 16),
axis.title.y = element_text(size = 16),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_changeF_330-335.png",
width = 20, height = 12, dpi = 300, units = "cm")
suppressWarnings(ggsave("20180209_dN_hFis1_pep13_TRP_Kd_plot_changeF_330-335.pdf",
width = 20, height = 12, dpi = 300, units = "cm"))
# calculate Kd from model fitting
Kd_changeF <- df_changeF_corrected %>%
filter(., wavelength >= 330 & wavelength <= 335) %>%
group_by(., wavelength) %>%
do(tidy(nlsLM(changeF ~ (Fmax*conc)/(kd+conc),
start = list(Fmax = 2000, kd = 1),
trace = TRUE,
control = nls.control(maxiter = 100, tol = 1e-6), .))) %>%
spread(., key = term, value = estimate)
## It. 0, RSS = 3.84696e+06, Par. = 2000 1
## It. 1, RSS = 1.15653e+06, Par. = 2423.33 3.71038
## It. 2, RSS = 786635, Par. = 2509.77 6.31652
## It. 3, RSS = 780352, Par. = 2507.77 6.78361
## It. 4, RSS = 780314, Par. = 2506.22 6.7384
## It. 5, RSS = 780313, Par. = 2506.38 6.74445
## It. 6, RSS = 780313, Par. = 2506.35 6.74365
## It. 7, RSS = 780313, Par. = 2506.36 6.74376
## It. 0, RSS = 4.06879e+06, Par. = 2000 1
## It. 1, RSS = 1.39278e+06, Par. = 2380.56 3.83447
## It. 2, RSS = 1.02011e+06, Par. = 2463.49 6.64363
## It. 3, RSS = 1.01652e+06, Par. = 2454.63 6.94473
## It. 4, RSS = 1.01647e+06, Par. = 2453.01 6.88719
## It. 5, RSS = 1.01647e+06, Par. = 2453.33 6.89969
## It. 6, RSS = 1.01647e+06, Par. = 2453.26 6.89702
## It. 7, RSS = 1.01647e+06, Par. = 2453.27 6.89759
## It. 0, RSS = 4.46198e+06, Par. = 2000 1
## It. 1, RSS = 1.08255e+06, Par. = 2521.9 3.8729
## It. 2, RSS = 639869, Par. = 2624.83 6.72721
## It. 3, RSS = 631033, Par. = 2624.2 7.30889
## It. 4, RSS = 630974, Par. = 2622.19 7.25028
## It. 5, RSS = 630973, Par. = 2622.41 7.25885
## It. 6, RSS = 630973, Par. = 2622.38 7.25763
## It. 7, RSS = 630973, Par. = 2622.38 7.2578
## It. 0, RSS = 4.78365e+06, Par. = 2000 1
## It. 1, RSS = 1.16128e+06, Par. = 2583.49 3.87177
## It. 2, RSS = 854246, Par. = 2667.73 6.20721
## It. 3, RSS = 851683, Par. = 2662.15 6.44413
## It. 4, RSS = 851661, Par. = 2661.1 6.41242
## It. 5, RSS = 851660, Par. = 2661.24 6.41732
## It. 6, RSS = 851660, Par. = 2661.22 6.41657
## It. 7, RSS = 851660, Par. = 2661.22 6.41668
## It. 0, RSS = 4.94139e+06, Par. = 2000 1
## It. 1, RSS = 1.66265e+06, Par. = 2413.45 4.16525
## It. 2, RSS = 1.12782e+06, Par. = 2518.53 7.7902
## It. 3, RSS = 1.11942e+06, Par. = 2510.51 8.41047
## It. 4, RSS = 1.11929e+06, Par. = 2507.61 8.29818
## It. 5, RSS = 1.11929e+06, Par. = 2508.16 8.32343
## It. 6, RSS = 1.11929e+06, Par. = 2508.04 8.3179
## It. 7, RSS = 1.11929e+06, Par. = 2508.06 8.31912
## It. 8, RSS = 1.11929e+06, Par. = 2508.06 8.31885
## It. 0, RSS = 3.45173e+06, Par. = 2000 1
## It. 1, RSS = 1.09847e+06, Par. = 2290.67 3.71272
## It. 2, RSS = 714496, Par. = 2371.63 6.58114
## It. 3, RSS = 710031, Par. = 2363.73 6.95601
## It. 4, RSS = 709962, Par. = 2361.76 6.88505
## It. 5, RSS = 709959, Par. = 2362.14 6.90076
## It. 6, RSS = 709959, Par. = 2362.06 6.89735
## It. 7, RSS = 709959, Par. = 2362.08 6.89809
write_csv(Kd_changeF, "20180209_dN_hFis1_pep13_Kd_changeF_330-335.csv")
Kd_changeF
## # A tibble: 12 x 6
## # Groups: wavelength [6]
## wavelength std.error statistic p.value Fmax kd
## <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 330 1.93 3.49 5.81e- 3 NA 6.74
## 2 330 115. 21.8 9.37e-10 2506. NA
## 3 331 2.31 2.99 1.35e- 2 NA 6.90
## 4 331 132. 18.6 4.28e- 9 2453. NA
## 5 332 1.79 4.05 2.33e- 3 NA 7.26
## 6 332 104. 25.2 2.24e-10 2622. NA
## 7 333 1.81 3.55 5.24e- 3 NA 6.42
## 8 333 120. 22.2 7.70e-10 2661. NA
## 9 334 2.89 2.88 1.64e- 2 NA 8.32
## 10 334 140. 17.9 6.42e- 9 2508. NA
## 11 335 2.00 3.45 6.26e- 3 NA 6.90
## 12 335 110. 21.5 1.07e- 9 2362. NA
print(c(mean(Kd_changeF$kd, na.rm = T), "±", sd(Kd_changeF$kd, na.rm = T),
"mean ± sd", "Kd from nlsLM() of ∆F vs. [pep13]"))
## [1] "7.08879686786182" "±"
## [3] "0.661105880419617" "mean ± sd"
## [5] "Kd from nlsLM() of ∆F vs. [pep13]"
# Inspect fit (change in Fluorescence intensity) of diff. em spectra ---------
Kd_changeF_residuals <- df_changeF_corrected %>%
filter(., wavelength >= 330 & wavelength <= 335) %>%
group_by(., wavelength) %>%
do(augment(nlsLM(changeF ~ (Fmax*conc)/(kd+conc),
start = list(Fmax = 2000, kd = 1),
trace = TRUE,
control = nls.control(maxiter = 100, tol = 1e-6), .)))
## It. 0, RSS = 3.84696e+06, Par. = 2000 1
## It. 1, RSS = 1.15653e+06, Par. = 2423.33 3.71038
## It. 2, RSS = 786635, Par. = 2509.77 6.31652
## It. 3, RSS = 780352, Par. = 2507.77 6.78361
## It. 4, RSS = 780314, Par. = 2506.22 6.7384
## It. 5, RSS = 780313, Par. = 2506.38 6.74445
## It. 6, RSS = 780313, Par. = 2506.35 6.74365
## It. 7, RSS = 780313, Par. = 2506.36 6.74376
## It. 0, RSS = 4.06879e+06, Par. = 2000 1
## It. 1, RSS = 1.39278e+06, Par. = 2380.56 3.83447
## It. 2, RSS = 1.02011e+06, Par. = 2463.49 6.64363
## It. 3, RSS = 1.01652e+06, Par. = 2454.63 6.94473
## It. 4, RSS = 1.01647e+06, Par. = 2453.01 6.88719
## It. 5, RSS = 1.01647e+06, Par. = 2453.33 6.89969
## It. 6, RSS = 1.01647e+06, Par. = 2453.26 6.89702
## It. 7, RSS = 1.01647e+06, Par. = 2453.27 6.89759
## It. 0, RSS = 4.46198e+06, Par. = 2000 1
## It. 1, RSS = 1.08255e+06, Par. = 2521.9 3.8729
## It. 2, RSS = 639869, Par. = 2624.83 6.72721
## It. 3, RSS = 631033, Par. = 2624.2 7.30889
## It. 4, RSS = 630974, Par. = 2622.19 7.25028
## It. 5, RSS = 630973, Par. = 2622.41 7.25885
## It. 6, RSS = 630973, Par. = 2622.38 7.25763
## It. 7, RSS = 630973, Par. = 2622.38 7.2578
## It. 0, RSS = 4.78365e+06, Par. = 2000 1
## It. 1, RSS = 1.16128e+06, Par. = 2583.49 3.87177
## It. 2, RSS = 854246, Par. = 2667.73 6.20721
## It. 3, RSS = 851683, Par. = 2662.15 6.44413
## It. 4, RSS = 851661, Par. = 2661.1 6.41242
## It. 5, RSS = 851660, Par. = 2661.24 6.41732
## It. 6, RSS = 851660, Par. = 2661.22 6.41657
## It. 7, RSS = 851660, Par. = 2661.22 6.41668
## It. 0, RSS = 4.94139e+06, Par. = 2000 1
## It. 1, RSS = 1.66265e+06, Par. = 2413.45 4.16525
## It. 2, RSS = 1.12782e+06, Par. = 2518.53 7.7902
## It. 3, RSS = 1.11942e+06, Par. = 2510.51 8.41047
## It. 4, RSS = 1.11929e+06, Par. = 2507.61 8.29818
## It. 5, RSS = 1.11929e+06, Par. = 2508.16 8.32343
## It. 6, RSS = 1.11929e+06, Par. = 2508.04 8.3179
## It. 7, RSS = 1.11929e+06, Par. = 2508.06 8.31912
## It. 8, RSS = 1.11929e+06, Par. = 2508.06 8.31885
## It. 0, RSS = 3.45173e+06, Par. = 2000 1
## It. 1, RSS = 1.09847e+06, Par. = 2290.67 3.71272
## It. 2, RSS = 714496, Par. = 2371.63 6.58114
## It. 3, RSS = 710031, Par. = 2363.73 6.95601
## It. 4, RSS = 709962, Par. = 2361.76 6.88505
## It. 5, RSS = 709959, Par. = 2362.14 6.90076
## It. 6, RSS = 709959, Par. = 2362.06 6.89735
## It. 7, RSS = 709959, Par. = 2362.08 6.89809
write_csv(Kd_changeF_residuals, "20180209_dN_hFis1_pep13_Kd_changeF_residuals_330-335.csv")
Kd_changeF_residuals
## # A tibble: 72 x 5
## # Groups: wavelength [6]
## wavelength changeF conc .fitted .resid
## <dbl> <dbl> <dbl> <dbl> <dbl>
## 1 330 0 0 0 0
## 2 330 302. 1 324. -21.8
## 3 330 177. 3 772. -594.
## 4 330 1533. 7 1277. 257.
## 5 330 1862. 10 1497. 365.
## 6 330 2089. 70 2286. -197.
## 7 330 2167. 100 2348. -181.
## 8 330 2499. 300 2451. 47.3
## 9 330 2812. 700 2482. 329.
## 10 330 2539. 1000 2490. 49.1
## # … with 62 more rows
Kd_changeF_residuals %>%
ggplot(., aes(x = conc, y = .resid, color = factor(wavelength))) +
geom_point() +
geom_hline(yintercept = 0, color = "red", linetype = 2) +
facet_wrap(~ wavelength) +
scale_x_continuous(limits = c(0, 2000),
breaks = c(0, 800, 1600)) +
scale_y_continuous(limits = c(-800, 800),
breaks = c(-600, 0, 600)) +
scale_color_brewer(palette = "Dark2") +
labs(title = "Residuals from Kd fit by nlsLM of ∆F vs. [pep13] at λ",
color = "Wavelength (nm)",
x = "[pep13] (µM)", y = "Residuals") +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
axis.title.x = element_text(size = 16),
axis.title.y = element_text(size = 16),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_changeF_residuals_facet_330-335.png",
width = 28, height = 24, dpi = 300, units = "cm")
Kd_changeF_residuals %>%
ggplot(., aes(x = conc, y = .resid, color = factor(wavelength))) +
geom_point() +
geom_hline(yintercept = 0, color = "red", linetype = 2) +
scale_x_continuous(limits = c(0, 2000),
breaks = c(0, 500, 1000, 1500, 2000)) +
scale_y_continuous(limits = c(-800, 800),
breaks = c(-800, -400, 0, 400, 800)) +
scale_color_brewer(palette = "Dark2") +
labs(title = "Residuals from Kd fit by nlsLM of ∆F vs. [pep13] at λ",
color = "Wavelength (nm)",
x = "[pep13] (µM)", y = "Residuals") +
theme_bw() +
theme(axis.text = element_text(size = 14, color = "black"),
axis.title.x = element_text(size = 16),
axis.title.y = element_text(size = 16),
panel.grid.major = element_blank(),
panel.grid.minor = element_blank()
)
ggsave("20180209_dN_hFis1_pep13_TRP_Kd_changeF_residuals_330-335.png",
width = 20, height = 6, dpi = 300, units = "cm")
suppressWarnings(ggsave("20180209_dN_hFis1_pep13_TRP_Kd_changeF_residuals_330-335.pdf",
width = 20, height = 6, dpi = 300, units = "cm"))